In our EDA in R, we determined that the ids 524 692 1183 1299 (R counts start at 1!) had very large GrLivArea, while 31 496 534 917 969 had very low SalePrice for their size, relative to the rest of the population. We want to determine what sets of points can be dropped in order to increase prediction accuracy on a validation set.
# we decrement by 1 in order to conform with python counting
pot_outliers = [524-1, 692-1, 1183-1, 1299-1, 31-1, 496-1, 534-1, 917-1, 969-1]
import itertools
import numpy as np
import pandas as pd
pd.set_option('display.precision',20)
from sklearn import linear_model
from sklearn.metrics import mean_squared_error
from sklearn.model_selection import cross_val_predict, KFold, cross_val_score, GridSearchCV, \
ShuffleSplit
# def to compare goodness of fit on training set
def rmse(y_true, y_pred):
return np.sqrt(mean_squared_error(y_true, y_pred))
We import the preprocessed data set that includes all data points.
df = pd.read_csv("input/train_tidy_000000000.csv")
The columns GarageAge and GarageAgeLin have NAs. We have to drop them unless we drop the rows with NoGarage == 1 instead. For now, we just drop GarageAge and GarageAgeLin.
df.drop(['GarageAge', 'GarageAgeLin'], axis=1, inplace=True)
We want to split this into a training and validation set. We want the potential outliers to be in the training set.
outlier_df = df.iloc[pot_outliers]
nooutlier_df = df.drop(pot_outliers)
ss = ShuffleSplit(n_splits=1, test_size=0.20, random_state=89)
X = nooutlier_df.values
for train_idx, validation_idx in ss.split(X):
train_df = nooutlier_df.iloc[train_idx]
validation_df = nooutlier_df.iloc[validation_idx]
train_df = train_df.append(outlier_df)
We'll set up the matrices we use for the validation set, since these won't change as we drop outliers.
y_validation = validation_df['SalePrice'].values
x_validation = validation_df.drop(['HouseId', 'SalePrice'],axis=1).values
We will use the LassoLarsCV model and RMS error as our metric. This is because, as we will see, linear models do reasonably well on this problem and the regularization hyperparameter is automatically selected by CV on the training data.
# Cross-validation sets
kfold = KFold(n_splits=10, random_state=7)
lr = linear_model.LassoLarsCV(verbose=False, max_iter=5000,precompute='auto', cv=kfold, max_n_alphas=1000, n_jobs=-1)
We want to set a baseline value by training on the full dataset and then predicting on the validation set.
y_train = train_df['SalePrice'].values
x_train = train_df.drop(['HouseId', 'SalePrice'],axis=1).values
lr.fit(x_train, y_train)
y_pred = lr.predict(x_validation)
/usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 211 iterations, i.e. alpha=3.547e-05, with an active set of 173 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=2.616e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=2.060e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.923e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.901e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 8.941e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.873e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 8.941e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 271 iterations, alpha=1.867e-05, previous alpha=1.824e-05, with an active set of 210 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.627e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.552e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 280 iterations, alpha=1.409e-05, previous alpha=1.388e-05, with an active set of 217 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.200e-05, previous alpha=6.662e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.570e-04, previous alpha=5.358e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 92 iterations, i.e. alpha=1.546e-04, with an active set of 86 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 109 iterations, i.e. alpha=1.199e-04, with an active set of 97 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 123 iterations, alpha=1.060e-04, previous alpha=1.055e-04, with an active set of 110 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.777e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 278 iterations, alpha=1.627e-05, previous alpha=1.623e-05, with an active set of 217 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 323 iterations, i.e. alpha=9.272e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 358 iterations, i.e. alpha=5.219e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 361 iterations, alpha=1.502e-04, previous alpha=5.203e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=5.101e-05, previous alpha=5.193e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=6.391e-04, previous alpha=4.006e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=6.337e-05, previous alpha=5.000e-06, with an active set of 251 regressors. ConvergenceWarning)
baseline = rmse(y_validation, y_pred)
baseline
0.12503266782864195
We'll examine dropping all possible sets of outliers. There are 512 total combinations including the baseline where we don't drop any points. train_df is still indexed by HouseId - 1
comb_drop_results_df = pd.DataFrame(dtype = 'float64')
count = 0
for L in range(0, len(pot_outliers)+1):
for subset in itertools.combinations(pot_outliers, L):
drop_pts = list(subset)
comb_drop_results_df.loc[count, 'Dropped'] = str([x+1 for x in drop_pts])
y_train = train_df['SalePrice'].drop(drop_pts).values
x_train = train_df.drop(['HouseId', 'SalePrice'],axis=1).drop(drop_pts).values
lr.fit(x_train, y_train)
y_pred = lr.predict(x_validation)
error = rmse(y_validation, y_pred)
comb_drop_results_df.loc[count, 'RMSE'] = error
comb_drop_results_df.loc[count, 'Diff from Base'] = error - baseline
count += 1
/usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 211 iterations, i.e. alpha=3.547e-05, with an active set of 173 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=2.616e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=2.060e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.923e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.901e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 8.941e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.627e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.873e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 8.941e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.552e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 271 iterations, alpha=1.867e-05, previous alpha=1.824e-05, with an active set of 210 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 280 iterations, alpha=1.409e-05, previous alpha=1.388e-05, with an active set of 217 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.200e-05, previous alpha=6.662e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.570e-04, previous alpha=5.358e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 323 iterations, i.e. alpha=9.272e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 92 iterations, i.e. alpha=1.546e-04, with an active set of 86 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 358 iterations, i.e. alpha=5.219e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 361 iterations, alpha=1.502e-04, previous alpha=5.203e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 109 iterations, i.e. alpha=1.199e-04, with an active set of 97 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 123 iterations, alpha=1.060e-04, previous alpha=1.055e-04, with an active set of 110 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.777e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 278 iterations, alpha=1.627e-05, previous alpha=1.623e-05, with an active set of 217 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=6.337e-05, previous alpha=5.000e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=5.101e-05, previous alpha=5.193e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=6.391e-04, previous alpha=4.006e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 225 iterations, i.e. alpha=2.692e-05, with an active set of 179 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.717e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 280 iterations, alpha=1.526e-05, previous alpha=1.509e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=4.131e-06, previous alpha=4.069e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=9.945e-05, previous alpha=4.944e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.161e-04, previous alpha=5.124e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 94 iterations, i.e. alpha=1.534e-04, with an active set of 94 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 246 iterations, i.e. alpha=2.372e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=2.013e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=2.004e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 225 iterations, i.e. alpha=3.722e-05, with an active set of 179 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 305 iterations, alpha=1.123e-05, previous alpha=1.121e-05, with an active set of 218 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.006e-05, previous alpha=4.109e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.350e-04, previous alpha=5.970e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=1.405e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=1.399e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 305 iterations, alpha=1.368e-05, previous alpha=1.348e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 232 iterations, i.e. alpha=2.285e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=8.031e-05, previous alpha=4.780e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.161e-04, previous alpha=4.083e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 206 iterations, i.e. alpha=4.234e-05, with an active set of 168 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 208 iterations, i.e. alpha=4.186e-05, with an active set of 170 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 220 iterations, alpha=3.555e-05, previous alpha=3.496e-05, with an active set of 181 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=2.199e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.969e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=4.211e-05, previous alpha=6.069e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 268 iterations, alpha=1.967e-05, previous alpha=1.943e-05, with an active set of 213 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 352 iterations, i.e. alpha=4.572e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 5.771e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=3.277e-04, previous alpha=4.572e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 96 iterations, i.e. alpha=1.604e-04, with an active set of 88 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 243 iterations, i.e. alpha=2.771e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=2.757e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=9.558e-05, previous alpha=5.005e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 304 iterations, alpha=1.498e-05, previous alpha=1.498e-05, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=3.748e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=3.742e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 246 iterations, alpha=3.714e-05, previous alpha=3.685e-05, with an active set of 183 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 232 iterations, i.e. alpha=2.285e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=3.518e-05, previous alpha=5.737e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=6.835e-06, previous alpha=5.642e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.161e-04, previous alpha=4.083e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 243 iterations, i.e. alpha=2.894e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.734e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=2.282e-05, previous alpha=6.979e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.197e-04, previous alpha=6.253e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=5.327e-05, previous alpha=6.540e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 358 iterations, i.e. alpha=3.940e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=5.966e-06, previous alpha=3.940e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 98 iterations, i.e. alpha=1.576e-04, with an active set of 88 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 210 iterations, i.e. alpha=4.806e-05, with an active set of 166 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 214 iterations, i.e. alpha=4.669e-05, with an active set of 170 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 215 iterations, alpha=4.663e-05, previous alpha=4.604e-05, with an active set of 170 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=1.225e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=1.021e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=3.220e-05, previous alpha=4.855e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=2.693e-05, previous alpha=5.273e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.723e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=1.327e-05, previous alpha=5.061e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 232 iterations, i.e. alpha=2.285e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=1.532e-05, previous alpha=4.308e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.161e-04, previous alpha=4.083e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=2.546e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.244e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 238 iterations, i.e. alpha=2.337e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 285 iterations, alpha=1.244e-05, previous alpha=1.229e-05, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=1.784e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.691e-05, previous alpha=5.261e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 320 iterations, i.e. alpha=7.301e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 320 iterations, i.e. alpha=7.295e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 360 iterations, alpha=7.329e-06, previous alpha=4.040e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.792e-05, previous alpha=4.419e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 96 iterations, i.e. alpha=1.529e-04, with an active set of 84 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 361 iterations, alpha=6.174e-06, previous alpha=4.706e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 230 iterations, i.e. alpha=2.746e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=1.668e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 7.814e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=9.473e-06, previous alpha=5.314e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 268 iterations, alpha=1.509e-05, previous alpha=1.495e-05, with an active set of 207 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=8.338e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=9.303e-06, previous alpha=4.998e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 232 iterations, i.e. alpha=2.285e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.712e-05, previous alpha=5.494e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.161e-04, previous alpha=4.083e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 210 iterations, i.e. alpha=3.934e-05, with an active set of 172 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=2.438e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=2.195e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.577e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 243 iterations, i.e. alpha=2.464e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 284 iterations, alpha=1.523e-05, previous alpha=1.489e-05, with an active set of 213 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=7.357e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=7.305e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=7.198e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 6.829e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.779e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.759e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 8.560e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 269 iterations, alpha=1.772e-05, previous alpha=1.753e-05, with an active set of 218 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=1.594e-05, previous alpha=4.705e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.742e-04, previous alpha=3.957e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 92 iterations, i.e. alpha=1.692e-04, with an active set of 82 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=1.212e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 192 iterations, i.e. alpha=5.321e-05, with an active set of 166 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=1.975e-05, previous alpha=5.020e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 216 iterations, i.e. alpha=4.074e-05, with an active set of 174 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 216 iterations, i.e. alpha=4.073e-05, with an active set of 174 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=2.037e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.838e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 278 iterations, alpha=1.634e-05, previous alpha=1.628e-05, with an active set of 215 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=4.252e-04, previous alpha=6.097e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.372e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 292 iterations, alpha=1.231e-05, previous alpha=1.209e-05, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.194e-05, with an active set of 233 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 232 iterations, i.e. alpha=2.285e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=4.146e-05, previous alpha=3.783e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.161e-04, previous alpha=4.083e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 211 iterations, i.e. alpha=3.849e-05, with an active set of 171 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=2.222e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 254 iterations, alpha=2.212e-05, previous alpha=2.212e-05, with an active set of 197 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=7.610e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=7.524e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 7.743e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.946e-04, previous alpha=6.496e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=7.308e-06, previous alpha=7.136e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.937e-04, previous alpha=4.917e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 92 iterations, i.e. alpha=1.635e-04, with an active set of 84 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 177 iterations, i.e. alpha=6.057e-05, with an active set of 151 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.546e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 205 iterations, i.e. alpha=4.869e-05, with an active set of 169 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 208 iterations, alpha=4.671e-05, previous alpha=4.666e-05, with an active set of 171 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=1.481e-04, previous alpha=5.073e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=7.771e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 336 iterations, alpha=7.771e-06, previous alpha=7.748e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.917e-04, previous alpha=7.122e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 232 iterations, i.e. alpha=2.285e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=6.027e-05, previous alpha=4.739e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.161e-04, previous alpha=4.083e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 239 iterations, i.e. alpha=2.664e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.430e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.430e-05, previous alpha=1.406e-05, with an active set of 215 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.718e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.591e-05, previous alpha=5.803e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 358 iterations, i.e. alpha=5.000e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 361 iterations, alpha=3.054e-05, previous alpha=4.929e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 351 iterations, i.e. alpha=4.509e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 6.322e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 94 iterations, i.e. alpha=1.544e-04, with an active set of 86 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=7.159e-05, previous alpha=4.449e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 112 iterations, i.e. alpha=1.199e-04, with an active set of 98 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 127 iterations, alpha=1.065e-04, previous alpha=1.064e-04, with an active set of 112 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=8.484e-05, previous alpha=5.098e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.800e-04, previous alpha=6.052e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 232 iterations, i.e. alpha=2.285e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.480e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 325 iterations, i.e. alpha=8.386e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.367e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 288 iterations, alpha=1.367e-05, previous alpha=1.353e-05, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=7.905e-05, previous alpha=6.006e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.161e-04, previous alpha=4.083e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 211 iterations, i.e. alpha=3.652e-05, with an active set of 171 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 221 iterations, i.e. alpha=3.205e-05, with an active set of 181 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 223 iterations, alpha=3.158e-05, previous alpha=3.056e-05, with an active set of 182 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.908e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 350 iterations, i.e. alpha=5.247e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 6.909e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.280e-05, previous alpha=5.247e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=8.846e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 8.025e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=7.093e-05, previous alpha=4.458e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=1.235e-05, previous alpha=4.971e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 109 iterations, i.e. alpha=1.295e-04, with an active set of 95 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=9.248e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.861e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=7.400e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 4.712e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 334 iterations, alpha=7.288e-06, previous alpha=7.223e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=3.667e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=3.665e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=6.573e-04, previous alpha=6.372e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.833e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=6.673e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.339e-04, previous alpha=6.001e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=1.323e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 232 iterations, i.e. alpha=2.285e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=6.922e-06, previous alpha=5.720e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=9.268e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.161e-04, previous alpha=4.083e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.801e-05, previous alpha=4.905e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=3.390e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=1.322e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.906e-04, previous alpha=6.722e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=1.307e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 8.560e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 321 iterations, alpha=1.254e-05, previous alpha=1.237e-05, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 350 iterations, i.e. alpha=6.102e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 361 iterations, alpha=5.116e-04, previous alpha=5.009e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=5.281e-04, previous alpha=5.214e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 104 iterations, i.e. alpha=1.334e-04, with an active set of 90 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=2.049e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=7.464e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 204 iterations, i.e. alpha=4.860e-05, with an active set of 170 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=7.505e-04, previous alpha=5.781e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 208 iterations, alpha=4.577e-05, previous alpha=4.550e-05, with an active set of 173 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=1.211e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.299e-04, previous alpha=5.427e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=7.561e-05, previous alpha=4.476e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 232 iterations, i.e. alpha=2.285e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.967e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=1.040e-05, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=7.093e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 4.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 344 iterations, alpha=7.093e-06, previous alpha=7.021e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.161e-04, previous alpha=4.083e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=1.716e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.684e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.314e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=6.533e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 334 iterations, alpha=6.533e-06, previous alpha=6.427e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=4.634e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 338 iterations, alpha=4.481e-06, previous alpha=4.444e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.527e-04, previous alpha=5.196e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.962e-04, previous alpha=5.218e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 92 iterations, i.e. alpha=1.611e-04, with an active set of 92 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 102 iterations, i.e. alpha=1.334e-04, with an active set of 98 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 113 iterations, alpha=1.200e-04, previous alpha=1.199e-04, with an active set of 106 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 239 iterations, i.e. alpha=2.371e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 244 iterations, alpha=2.326e-05, previous alpha=2.281e-05, with an active set of 201 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=1.551e-04, previous alpha=4.224e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=8.979e-04, previous alpha=6.112e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=4.080e-05, previous alpha=5.993e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=1.737e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.269e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 323 iterations, i.e. alpha=6.710e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 7.671e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 323 iterations, i.e. alpha=6.686e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 323 iterations, i.e. alpha=6.635e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 8.689e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 324 iterations, alpha=6.680e-06, previous alpha=6.323e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.805e-04, previous alpha=4.193e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=3.399e-04, previous alpha=5.356e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.423e-04, previous alpha=4.985e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 148 iterations, i.e. alpha=8.335e-05, with an active set of 126 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=9.702e-06, with an active set of 224 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=9.601e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=2.446e-05, previous alpha=4.110e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 340 iterations, i.e. alpha=6.962e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=8.640e-06, previous alpha=6.146e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.662e-04, previous alpha=5.806e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=2.927e-05, previous alpha=5.151e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=1.494e-05, previous alpha=4.887e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=8.693e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=8.634e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=8.583e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 303 iterations, alpha=8.634e-06, previous alpha=8.493e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.061e-05, previous alpha=4.627e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.690e-05, previous alpha=4.481e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.080e-04, previous alpha=4.547e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 100 iterations, i.e. alpha=1.444e-04, with an active set of 86 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 119 iterations, i.e. alpha=1.195e-04, with an active set of 105 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 142 iterations, i.e. alpha=8.332e-05, with an active set of 122 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=1.992e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 254 iterations, i.e. alpha=1.787e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 254 iterations, i.e. alpha=1.785e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 230 iterations, alpha=3.622e-05, previous alpha=3.610e-05, with an active set of 177 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.455e-04, previous alpha=3.842e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=8.933e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=8.771e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=8.755e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 306 iterations, alpha=8.635e-06, previous alpha=8.621e-06, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.888e-05, previous alpha=4.653e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.586e-03, previous alpha=4.473e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 218 iterations, i.e. alpha=3.204e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.149e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 6.747e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.107e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 6.747e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.625e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.079e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 6.747e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.078e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 296 iterations, alpha=1.135e-05, previous alpha=1.072e-05, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.480e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.232e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=1.001e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 302 iterations, alpha=9.991e-06, previous alpha=9.938e-06, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=4.240e-04, previous alpha=5.130e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=4.865e-04, previous alpha=4.294e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 95 iterations, i.e. alpha=1.575e-04, with an active set of 93 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 157 iterations, i.e. alpha=7.613e-05, with an active set of 137 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 238 iterations, i.e. alpha=3.015e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 200 iterations, i.e. alpha=4.981e-05, with an active set of 170 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 201 iterations, alpha=4.878e-05, previous alpha=4.860e-05, with an active set of 170 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=1.922e-03, previous alpha=5.989e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.381e-04, previous alpha=5.819e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.174e-03, previous alpha=6.015e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.025e-03, previous alpha=3.955e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 229 iterations, i.e. alpha=2.748e-05, with an active set of 181 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.221e-05, previous alpha=5.046e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.572e-04, previous alpha=5.059e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=9.245e-05, previous alpha=5.655e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=7.144e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=4.779e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 95 iterations, i.e. alpha=1.498e-04, with an active set of 89 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=4.736e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=4.754e-06, previous alpha=4.636e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 185 iterations, i.e. alpha=6.045e-05, with an active set of 153 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=2.306e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 243 iterations, i.e. alpha=2.212e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 210 iterations, i.e. alpha=4.551e-05, with an active set of 168 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 244 iterations, alpha=2.212e-05, previous alpha=2.183e-05, with an active set of 197 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 361 iterations, alpha=5.065e-05, previous alpha=4.328e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 308 iterations, alpha=1.055e-05, previous alpha=1.055e-05, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=6.069e-04, previous alpha=6.834e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.646e-05, previous alpha=5.130e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 246 iterations, i.e. alpha=2.212e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.660e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.312e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.271e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 292 iterations, alpha=1.132e-05, previous alpha=1.123e-05, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=9.538e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.287e-04, previous alpha=5.090e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 360 iterations, alpha=5.138e-05, previous alpha=4.102e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.557e-04, previous alpha=4.972e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 121 iterations, i.e. alpha=1.124e-04, with an active set of 109 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.906e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=3.905e-05, previous alpha=4.294e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=9.199e-04, previous alpha=5.100e-05, with an active set of 177 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=7.573e-04, previous alpha=6.455e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.430e-04, previous alpha=6.555e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=6.211e-06, previous alpha=4.565e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=2.011e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.326e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.551e-05, previous alpha=5.540e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=3.609e-06, previous alpha=3.605e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.724e-04, previous alpha=4.895e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=4.830e-04, previous alpha=5.088e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 107 iterations, i.e. alpha=1.288e-04, with an active set of 101 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 110 iterations, i.e. alpha=1.267e-04, with an active set of 104 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 253 iterations, i.e. alpha=2.361e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=1.940e-05, previous alpha=4.111e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.833e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 225 iterations, alpha=3.825e-05, previous alpha=3.825e-05, with an active set of 180 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 284 iterations, alpha=1.645e-05, previous alpha=1.615e-05, with an active set of 215 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=8.642e-04, previous alpha=6.147e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=5.558e-05, previous alpha=5.237e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=2.109e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=6.756e-04, previous alpha=5.228e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=8.264e-05, previous alpha=6.038e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=2.701e-04, previous alpha=5.235e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=4.911e-06, previous alpha=4.758e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 127 iterations, i.e. alpha=1.135e-04, with an active set of 109 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.093e-05, previous alpha=4.377e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.289e-04, previous alpha=6.131e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.495e-04, previous alpha=1.482e-05, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.880e-05, previous alpha=5.243e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=7.049e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 340 iterations, i.e. alpha=7.028e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 343 iterations, alpha=6.732e-06, previous alpha=6.657e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=2.383e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=1.644e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 266 iterations, alpha=1.640e-05, previous alpha=1.594e-05, with an active set of 207 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.935e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.514e-06, previous alpha=5.063e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.265e-04, previous alpha=5.915e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=7.028e-05, previous alpha=6.922e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 100 iterations, i.e. alpha=1.555e-04, with an active set of 90 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=1.111e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 321 iterations, i.e. alpha=7.885e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 167 iterations, i.e. alpha=7.040e-05, with an active set of 145 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 168 iterations, i.e. alpha=6.827e-05, with an active set of 146 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 325 iterations, alpha=7.048e-06, previous alpha=7.022e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 174 iterations, alpha=6.571e-05, previous alpha=6.561e-05, with an active set of 149 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.792e-05, previous alpha=6.290e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=8.833e-06, previous alpha=5.336e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.311e-05, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.480e-05, previous alpha=4.805e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 231 iterations, i.e. alpha=2.921e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.235e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=8.263e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.404e-04, previous alpha=6.712e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 314 iterations, alpha=8.263e-06, previous alpha=8.255e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.409e-04, previous alpha=3.829e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 98 iterations, i.e. alpha=1.465e-04, with an active set of 86 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 113 iterations, i.e. alpha=1.208e-04, with an active set of 101 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=6.748e-05, previous alpha=5.402e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 176 iterations, alpha=6.187e-05, previous alpha=6.167e-05, with an active set of 153 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=1.132e-05, previous alpha=4.761e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.328e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.304e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.257e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 4.712e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 292 iterations, alpha=1.118e-05, previous alpha=1.072e-05, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=7.218e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.170e-04, previous alpha=4.736e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.025e-05, previous alpha=5.091e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 217 iterations, i.e. alpha=4.305e-05, with an active set of 169 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 228 iterations, i.e. alpha=3.826e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.971e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.962e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 215 iterations, i.e. alpha=3.685e-05, with an active set of 179 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 246 iterations, alpha=2.960e-05, previous alpha=2.934e-05, with an active set of 189 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 221 iterations, i.e. alpha=3.343e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 222 iterations, alpha=3.333e-05, previous alpha=3.324e-05, with an active set of 185 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=4.880e-05, previous alpha=5.316e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.948e-04, previous alpha=5.254e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=2.253e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=7.953e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 92 iterations, i.e. alpha=1.670e-04, with an active set of 84 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 180 iterations, i.e. alpha=6.555e-05, with an active set of 152 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 363 iterations, alpha=8.010e-05, previous alpha=4.277e-06, with an active set of 260 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=8.277e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=8.272e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=8.119e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 6.322e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 335 iterations, alpha=8.269e-06, previous alpha=8.091e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=3.323e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 8.752e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=3.049e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 8.752e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 247 iterations, alpha=3.002e-05, previous alpha=2.985e-05, with an active set of 188 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=7.594e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=6.445e-04, previous alpha=5.816e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.137e-05, with an active set of 233 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=1.110e-05, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 298 iterations, alpha=1.108e-05, previous alpha=1.101e-05, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 211 iterations, i.e. alpha=4.365e-05, with an active set of 169 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 225 iterations, i.e. alpha=3.642e-05, with an active set of 179 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 226 iterations, alpha=3.636e-05, previous alpha=3.587e-05, with an active set of 179 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=2.710e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=1.975e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=1.960e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=9.602e-06, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=9.441e-06, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=9.599e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 313 iterations, alpha=9.483e-06, previous alpha=8.968e-06, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=9.535e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=9.486e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 321 iterations, alpha=8.946e-06, previous alpha=8.841e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.670e-05, previous alpha=4.625e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 90 iterations, i.e. alpha=1.683e-04, with an active set of 82 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 182 iterations, i.e. alpha=5.682e-05, with an active set of 150 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=1.995e-05, previous alpha=5.407e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=2.269e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 9.064e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=2.259e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 9.064e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 273 iterations, alpha=2.214e-05, previous alpha=2.213e-05, with an active set of 206 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=2.737e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=6.219e-06, previous alpha=6.147e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=1.015e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 5.162e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=6.336e-05, previous alpha=6.333e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=2.474e-05, previous alpha=5.137e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 227 iterations, i.e. alpha=3.103e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 243 iterations, i.e. alpha=2.682e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=2.072e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.453e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.425e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.101e-04, previous alpha=6.053e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=9.268e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 314 iterations, alpha=8.127e-06, previous alpha=8.022e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 305 iterations, alpha=1.161e-05, previous alpha=1.144e-05, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.087e-05, previous alpha=4.691e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 97 iterations, i.e. alpha=1.503e-04, with an active set of 91 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=1.385e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.022e-04, previous alpha=8.622e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 261 iterations, i.e. alpha=2.637e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=7.325e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=2.583e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 278 iterations, alpha=2.163e-05, previous alpha=2.123e-05, with an active set of 209 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=5.330e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.455e-05, previous alpha=5.765e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=4.569e-05, previous alpha=4.383e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=1.109e-05, with an active set of 233 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.843e-05, previous alpha=5.856e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 208 iterations, i.e. alpha=4.164e-05, with an active set of 170 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 209 iterations, i.e. alpha=4.161e-05, with an active set of 171 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=2.205e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.971e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=1.031e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 271 iterations, alpha=1.971e-05, previous alpha=1.950e-05, with an active set of 212 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=3.108e-04, previous alpha=6.006e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 298 iterations, alpha=1.465e-05, previous alpha=1.449e-05, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.715e-05, previous alpha=4.767e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 95 iterations, i.e. alpha=1.653e-04, with an active set of 85 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=2.165e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.920e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 281 iterations, alpha=1.880e-05, previous alpha=1.869e-05, with an active set of 216 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=2.331e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=2.190e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 277 iterations, alpha=2.169e-05, previous alpha=2.166e-05, with an active set of 202 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=4.933e-05, previous alpha=5.161e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=1.948e-04, previous alpha=5.758e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=7.910e-05, previous alpha=5.149e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 233 iterations, i.e. alpha=3.347e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 243 iterations, i.e. alpha=2.999e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=6.865e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=6.793e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 339 iterations, alpha=6.793e-06, previous alpha=6.673e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=4.621e-04, previous alpha=5.123e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=1.107e-05, with an active set of 233 regressors, and the smallest cholesky pivot element being 6.322e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=1.095e-05, with an active set of 233 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=1.080e-05, with an active set of 234 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=6.165e-04, previous alpha=5.097e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 320 iterations, alpha=9.760e-06, previous alpha=9.238e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.915e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 109 iterations, i.e. alpha=1.272e-04, with an active set of 93 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.906e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.582e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=1.233e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=1.228e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 161 iterations, i.e. alpha=7.335e-05, with an active set of 141 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 306 iterations, alpha=1.143e-05, previous alpha=1.125e-05, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 166 iterations, alpha=7.143e-05, previous alpha=7.135e-05, with an active set of 145 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.066e-05, previous alpha=7.358e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.089e-05, previous alpha=6.030e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=9.990e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.260e-05, previous alpha=5.218e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=2.400e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=2.115e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=2.111e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 265 iterations, alpha=2.114e-05, previous alpha=2.045e-05, with an active set of 214 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 227 iterations, i.e. alpha=2.823e-05, with an active set of 181 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 228 iterations, i.e. alpha=2.821e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=9.153e-05, previous alpha=4.577e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=2.065e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=1.782e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 268 iterations, alpha=1.679e-05, previous alpha=1.672e-05, with an active set of 213 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.957e-04, previous alpha=4.669e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 101 iterations, i.e. alpha=1.455e-04, with an active set of 89 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=7.439e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=5.865e-06, previous alpha=5.079e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 215 iterations, i.e. alpha=3.905e-05, with an active set of 177 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=9.690e-06, with an active set of 223 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 279 iterations, alpha=1.458e-05, previous alpha=1.458e-05, with an active set of 212 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=5.404e-05, previous alpha=4.517e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=6.931e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=4.247e-05, previous alpha=4.922e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=6.061e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=4.776e-06, previous alpha=4.744e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=3.097e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.318e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 7.146e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.303e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 288 iterations, alpha=1.288e-05, previous alpha=1.261e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=9.185e-06, with an active set of 224 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=2.103e-05, previous alpha=4.040e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=5.781e-04, previous alpha=4.499e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=1.107e-04, previous alpha=4.789e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 93 iterations, i.e. alpha=1.689e-04, with an active set of 85 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=1.778e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=7.654e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=7.509e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 9.064e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=7.467e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 312 iterations, alpha=7.192e-06, previous alpha=6.812e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.228e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.418e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=1.413e-05, previous alpha=1.410e-05, with an active set of 215 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.303e-05, previous alpha=5.020e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.317e-05, previous alpha=4.917e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=1.243e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.007e-05, previous alpha=5.122e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=2.807e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=2.119e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 253 iterations, i.e. alpha=2.111e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 254 iterations, alpha=2.110e-05, previous alpha=2.087e-05, with an active set of 195 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=1.038e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 313 iterations, alpha=1.006e-05, previous alpha=9.875e-06, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=1.328e-05, previous alpha=6.464e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=3.031e-04, previous alpha=5.705e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 93 iterations, i.e. alpha=1.613e-04, with an active set of 85 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=1.208e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.611e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 288 iterations, alpha=1.546e-05, previous alpha=1.543e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=8.769e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 360 iterations, alpha=8.991e-05, previous alpha=5.200e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=4.539e-05, previous alpha=5.466e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=2.285e-05, previous alpha=5.649e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.384e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 316 iterations, alpha=8.464e-06, previous alpha=8.464e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 218 iterations, i.e. alpha=3.499e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=2.723e-05, previous alpha=5.845e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=7.925e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.516e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.543e-05, previous alpha=4.710e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=1.314e-04, previous alpha=6.214e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.499e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.463e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=1.480e-05, previous alpha=1.454e-05, with an active set of 224 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 98 iterations, i.e. alpha=1.582e-04, with an active set of 88 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 214 iterations, i.e. alpha=4.803e-05, with an active set of 170 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=2.641e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=8.838e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.722e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=6.196e-06, previous alpha=6.175e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.588e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=1.743e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 295 iterations, alpha=1.585e-05, previous alpha=1.573e-05, with an active set of 216 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=4.974e-05, previous alpha=6.204e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 306 iterations, alpha=1.734e-05, previous alpha=1.728e-05, with an active set of 213 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=5.590e-06, previous alpha=5.316e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=2.745e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.302e-05, previous alpha=6.373e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=7.044e-05, previous alpha=4.235e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 363 iterations, alpha=9.309e-06, previous alpha=5.692e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 352 iterations, i.e. alpha=6.034e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=4.149e-05, previous alpha=6.019e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 101 iterations, i.e. alpha=1.542e-04, with an active set of 91 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=7.733e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=1.167e-05, previous alpha=4.380e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=2.833e-05, previous alpha=4.991e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=7.388e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 332 iterations, alpha=7.258e-06, previous alpha=7.133e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.926e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.914e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 321 iterations, alpha=1.082e-05, previous alpha=1.082e-05, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.195e-05, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=4.075e-05, previous alpha=4.682e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 206 iterations, i.e. alpha=3.917e-05, with an active set of 170 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=1.009e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=1.382e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=7.017e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=6.670e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 340 iterations, alpha=6.579e-06, previous alpha=6.530e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.175e-05, previous alpha=5.674e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.474e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 295 iterations, alpha=1.470e-05, previous alpha=1.449e-05, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.457e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.987e-04, previous alpha=6.889e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 112 iterations, i.e. alpha=1.272e-04, with an active set of 98 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=2.836e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=2.828e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 251 iterations, alpha=2.826e-05, previous alpha=2.822e-05, with an active set of 192 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=1.335e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=1.033e-05, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=2.052e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=5.663e-05, previous alpha=7.000e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 276 iterations, alpha=2.051e-05, previous alpha=2.013e-05, with an active set of 213 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.936e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=2.493e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=9.769e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 321 iterations, alpha=9.429e-06, previous alpha=9.257e-06, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=1.106e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=1.019e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 311 iterations, alpha=9.929e-06, previous alpha=9.818e-06, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 227 iterations, i.e. alpha=3.348e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.338e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.306e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.887e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=6.623e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=6.508e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 339 iterations, alpha=6.573e-06, previous alpha=6.426e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.857e-05, previous alpha=5.020e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=1.625e-05, previous alpha=4.206e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.746e-05, previous alpha=3.636e-06, with an active set of 260 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=4.887e-06, previous alpha=4.785e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 340 iterations, i.e. alpha=6.086e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.275e-05, previous alpha=5.396e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.305e-04, previous alpha=4.064e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=8.967e-06, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=7.866e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 304 iterations, alpha=6.974e-06, previous alpha=6.949e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=6.434e-05, previous alpha=3.978e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.501e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 246 iterations, i.e. alpha=2.499e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 282 iterations, alpha=1.453e-05, previous alpha=1.453e-05, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 243 iterations, i.e. alpha=2.146e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.120e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.953e-04, previous alpha=3.750e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=6.059e-05, previous alpha=4.573e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 351 iterations, i.e. alpha=3.859e-06, with an active set of 251 regressors, and the smallest cholesky pivot element being 9.424e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=3.859e-06, previous alpha=3.846e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 92 iterations, i.e. alpha=1.578e-04, with an active set of 78 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 162 iterations, i.e. alpha=7.149e-05, with an active set of 144 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 163 iterations, alpha=7.148e-05, previous alpha=7.116e-05, with an active set of 144 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=6.359e-06, previous alpha=4.805e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=8.176e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=1.091e-05, previous alpha=4.522e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=6.183e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 347 iterations, i.e. alpha=4.890e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.551e-05, previous alpha=4.863e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=7.816e-06, previous alpha=3.776e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=1.661e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=7.588e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 307 iterations, alpha=7.588e-06, previous alpha=7.512e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.467e-05, previous alpha=4.578e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.895e-05, previous alpha=4.370e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.314e-04, previous alpha=5.049e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 106 iterations, i.e. alpha=1.322e-04, with an active set of 94 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.436e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 362 iterations, alpha=1.264e-05, previous alpha=4.092e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=8.073e-05, previous alpha=5.018e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.902e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=5.640e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=5.390e-06, with an active set of 251 regressors, and the smallest cholesky pivot element being 5.867e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 347 iterations, i.e. alpha=5.609e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.243e-04, previous alpha=5.067e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=8.834e-05, previous alpha=5.043e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.114e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.043e-05, previous alpha=4.695e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=2.807e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=2.051e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 256 iterations, i.e. alpha=1.761e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.383e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.680e-05, previous alpha=5.211e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.363e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=5.911e-06, with an active set of 251 regressors, and the smallest cholesky pivot element being 9.541e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 279 iterations, alpha=1.375e-05, previous alpha=1.332e-05, with an active set of 224 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.289e-04, previous alpha=4.974e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.599e-05, previous alpha=5.015e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 99 iterations, i.e. alpha=1.494e-04, with an active set of 87 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 103 iterations, i.e. alpha=1.403e-04, with an active set of 89 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 103 iterations, i.e. alpha=1.402e-04, with an active set of 89 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 113 iterations, alpha=1.259e-04, previous alpha=1.249e-04, with an active set of 98 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.238e-05, previous alpha=5.274e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=1.090e-05, previous alpha=5.002e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=7.442e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.432e-05, previous alpha=4.787e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=6.690e-05, previous alpha=3.613e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 218 iterations, i.e. alpha=3.219e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=2.056e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=5.351e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 260 iterations, alpha=2.054e-05, previous alpha=2.051e-05, with an active set of 211 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.710e-05, previous alpha=4.663e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=6.842e-05, previous alpha=4.843e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=1.125e-03, previous alpha=3.471e-06, with an active set of 262 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 123 iterations, i.e. alpha=1.054e-04, with an active set of 111 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 188 iterations, i.e. alpha=5.144e-05, with an active set of 166 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.751e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.645e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=1.024e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.339e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 285 iterations, alpha=1.331e-05, previous alpha=1.327e-05, with an active set of 214 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 253 iterations, alpha=2.023e-05, previous alpha=2.015e-05, with an active set of 198 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=7.606e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=7.601e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.048e-04, previous alpha=5.790e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 360 iterations, alpha=3.149e-05, previous alpha=4.266e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=9.927e-06, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 350 iterations, i.e. alpha=4.527e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=4.527e-06, previous alpha=4.483e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.720e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=1.301e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=1.300e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=6.681e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=1.291e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 254 iterations, i.e. alpha=2.435e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=6.228e-06, previous alpha=6.088e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 358 iterations, i.e. alpha=6.433e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.272e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 361 iterations, alpha=4.783e-05, previous alpha=6.056e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=6.052e-04, previous alpha=5.610e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 361 iterations, alpha=2.120e-05, previous alpha=4.677e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 87 iterations, i.e. alpha=1.774e-04, with an active set of 79 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 147 iterations, i.e. alpha=7.728e-05, with an active set of 127 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 364 iterations, alpha=2.009e-05, previous alpha=4.468e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.203e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 259 iterations, alpha=2.706e-05, previous alpha=2.704e-05, with an active set of 190 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=7.903e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 328 iterations, alpha=7.903e-06, previous alpha=7.879e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=7.298e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 320 iterations, i.e. alpha=7.295e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 325 iterations, alpha=6.716e-06, previous alpha=6.471e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=7.107e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.061e-06, previous alpha=5.043e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=3.275e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=2.940e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=2.096e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=2.089e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 288 iterations, alpha=1.462e-05, previous alpha=1.429e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=2.251e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=2.873e-05, previous alpha=5.082e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=1.140e-03, previous alpha=4.343e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=1.978e-05, previous alpha=5.839e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=1.002e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 91 iterations, i.e. alpha=1.689e-04, with an active set of 81 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=9.762e-06, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 308 iterations, alpha=9.762e-06, previous alpha=9.678e-06, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 227 iterations, i.e. alpha=3.713e-05, with an active set of 179 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.680e-05, previous alpha=6.255e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=1.175e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 8.560e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=1.408e-04, previous alpha=6.916e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=6.917e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.594e-05, previous alpha=6.316e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.777e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 354 iterations, i.e. alpha=3.747e-06, with an active set of 254 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=3.946e-05, previous alpha=3.710e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 207 iterations, i.e. alpha=3.953e-05, with an active set of 169 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 215 iterations, i.e. alpha=3.608e-05, with an active set of 175 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=2.866e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.662e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.659e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.640e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=2.480e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.653e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 288 iterations, alpha=1.552e-05, previous alpha=1.527e-05, with an active set of 213 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 282 iterations, alpha=1.484e-05, previous alpha=1.451e-05, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.549e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 284 iterations, alpha=1.457e-05, previous alpha=1.432e-05, with an active set of 217 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=4.735e-04, previous alpha=5.438e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.167e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.557e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=1.341e-05, previous alpha=4.384e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.696e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=8.106e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=7.408e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 333 iterations, alpha=7.659e-06, previous alpha=7.323e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.278e-04, previous alpha=6.080e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.382e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.275e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.275e-05, previous alpha=1.262e-05, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=8.393e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.579e-05, previous alpha=6.213e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 231 iterations, i.e. alpha=3.660e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=1.039e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.744e-04, previous alpha=5.622e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=7.916e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=3.437e-05, previous alpha=5.762e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 310 iterations, alpha=1.089e-05, previous alpha=1.089e-05, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.601e-05, previous alpha=5.294e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=2.132e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=9.843e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 6.144e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=9.838e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=9.426e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 319 iterations, alpha=9.420e-06, previous alpha=9.376e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=7.032e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 340 iterations, i.e. alpha=6.265e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=8.200e-05, previous alpha=5.742e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.732e-05, previous alpha=5.879e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=4.755e-05, previous alpha=4.567e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=2.238e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 342 iterations, alpha=6.163e-06, previous alpha=6.163e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 228 iterations, i.e. alpha=3.115e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=2.652e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 244 iterations, alpha=2.525e-05, previous alpha=2.524e-05, with an active set of 195 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=3.206e-04, previous alpha=6.320e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.665e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.659e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.640e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=1.281e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 309 iterations, alpha=1.205e-05, previous alpha=1.199e-05, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.508e-04, previous alpha=5.263e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 91 iterations, i.e. alpha=1.639e-04, with an active set of 85 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=6.966e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=2.349e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=6.068e-06, previous alpha=5.016e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 267 iterations, alpha=2.147e-05, previous alpha=2.131e-05, with an active set of 204 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=8.325e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 332 iterations, alpha=8.325e-06, previous alpha=8.299e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 353 iterations, i.e. alpha=6.523e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=1.327e-04, previous alpha=6.500e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=8.493e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=5.977e-06, previous alpha=3.919e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.135e-05, previous alpha=6.911e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=2.051e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.956e-06, previous alpha=5.873e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=2.402e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=7.352e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 4.344e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 361 iterations, alpha=3.307e-05, previous alpha=5.145e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=7.066e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 4.344e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 333 iterations, alpha=7.292e-06, previous alpha=7.016e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=6.981e-05, previous alpha=4.985e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=3.783e-05, previous alpha=5.473e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 105 iterations, i.e. alpha=1.314e-04, with an active set of 89 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.622e-04, previous alpha=7.106e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.870e-05, previous alpha=7.859e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 323 iterations, i.e. alpha=6.655e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=6.559e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 326 iterations, alpha=6.337e-06, previous alpha=6.303e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=3.402e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=1.276e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 6.322e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.021e-05, previous alpha=6.679e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=1.261e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 317 iterations, alpha=1.269e-05, previous alpha=1.248e-05, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.186e-04, previous alpha=6.820e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.079e-05, previous alpha=5.121e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.939e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.824e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 103 iterations, i.e. alpha=1.400e-04, with an active set of 89 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 211 iterations, i.e. alpha=4.632e-05, with an active set of 173 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=8.182e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=1.011e-05, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=9.819e-06, previous alpha=9.729e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=2.801e-05, previous alpha=6.437e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=1.037e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 275 iterations, alpha=2.184e-05, previous alpha=2.180e-05, with an active set of 206 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.545e-04, previous alpha=5.036e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.675e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.481e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 304 iterations, alpha=1.299e-05, previous alpha=1.292e-05, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 227 iterations, i.e. alpha=2.807e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=6.452e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.662e-04, previous alpha=5.380e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.626e-04, previous alpha=5.714e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=6.825e-05, previous alpha=4.569e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=1.305e-05, previous alpha=4.133e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 93 iterations, i.e. alpha=1.568e-04, with an active set of 85 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.523e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.402e-05, previous alpha=5.013e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=8.896e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.610e-04, previous alpha=6.060e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.903e-05, previous alpha=2.060e-05, with an active set of 216 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.093e-04, previous alpha=7.074e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.364e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=2.366e-05, previous alpha=4.375e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.010e-04, previous alpha=5.684e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.139e-05, previous alpha=6.975e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=7.189e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.189e-04, previous alpha=6.603e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.742e-05, previous alpha=7.243e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 209 iterations, i.e. alpha=4.524e-05, with an active set of 173 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=2.903e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=2.788e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=2.678e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 261 iterations, alpha=2.659e-05, previous alpha=2.655e-05, with an active set of 206 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.369e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=2.721e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 261 iterations, alpha=2.428e-05, previous alpha=2.413e-05, with an active set of 200 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=7.263e-04, previous alpha=5.426e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.805e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.626e-05, previous alpha=5.451e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.425e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.841e-05, previous alpha=5.377e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=3.395e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.345e-05, previous alpha=7.129e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.457e-04, previous alpha=5.769e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=8.090e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 340 iterations, i.e. alpha=8.011e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=6.913e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=7.458e-06, previous alpha=7.426e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=6.428e-05, previous alpha=5.539e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 104 iterations, i.e. alpha=1.260e-04, with an active set of 94 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 176 iterations, i.e. alpha=6.397e-05, with an active set of 154 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 181 iterations, alpha=6.092e-05, previous alpha=6.088e-05, with an active set of 158 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 320 iterations, i.e. alpha=1.092e-05, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 361 iterations, alpha=2.684e-05, previous alpha=4.962e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=8.445e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.627e-04, previous alpha=6.935e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.436e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=1.119e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.302e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.301e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.014e-04, previous alpha=5.777e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.748e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=9.872e-06, previous alpha=9.800e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 335 iterations, alpha=6.783e-06, previous alpha=6.783e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.657e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 274 iterations, alpha=1.496e-05, previous alpha=1.490e-05, with an active set of 213 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.218e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.249e-03, previous alpha=4.501e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.200e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=1.178e-05, previous alpha=1.151e-05, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=4.512e-04, previous alpha=5.647e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 96 iterations, i.e. alpha=1.564e-04, with an active set of 90 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.736e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.377e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.374e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 196 iterations, i.e. alpha=5.159e-05, with an active set of 160 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 206 iterations, alpha=4.750e-05, previous alpha=4.737e-05, with an active set of 169 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=2.397e-05, previous alpha=3.817e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=6.883e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 338 iterations, alpha=6.872e-06, previous alpha=6.761e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=8.177e-05, previous alpha=5.631e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=4.550e-05, previous alpha=5.042e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 212 iterations, i.e. alpha=3.112e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 222 iterations, i.e. alpha=2.606e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 223 iterations, i.e. alpha=2.586e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.298e-05, previous alpha=4.525e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.530e-04, previous alpha=4.481e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 335 iterations, alpha=6.934e-06, previous alpha=6.912e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.240e-05, previous alpha=4.567e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=1.826e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 126 iterations, i.e. alpha=1.072e-04, with an active set of 110 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.504e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.373e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 319 iterations, alpha=7.936e-06, previous alpha=7.546e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=2.544e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 9.246e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 261 iterations, i.e. alpha=1.850e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 265 iterations, alpha=1.801e-05, previous alpha=1.794e-05, with an active set of 204 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.286e-04, previous alpha=4.766e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.491e-04, previous alpha=3.901e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.328e-04, previous alpha=3.898e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 239 iterations, i.e. alpha=2.644e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=1.951e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 257 iterations, alpha=1.905e-05, previous alpha=1.868e-05, with an active set of 212 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 216 iterations, i.e. alpha=3.373e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.207e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 4.712e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 300 iterations, alpha=9.828e-06, previous alpha=9.793e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=6.243e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 335 iterations, alpha=6.235e-06, previous alpha=6.120e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.033e-03, previous alpha=4.400e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=1.724e-03, previous alpha=5.490e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 92 iterations, i.e. alpha=1.604e-04, with an active set of 90 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 221 iterations, i.e. alpha=3.219e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 205 iterations, i.e. alpha=3.960e-05, with an active set of 175 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.467e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=7.818e-04, previous alpha=5.634e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=5.707e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 293 iterations, alpha=1.229e-05, previous alpha=1.206e-05, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.881e-04, previous alpha=5.334e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=9.575e-06, previous alpha=4.815e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=8.850e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=2.495e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=6.253e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.481e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.005e-04, previous alpha=4.163e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 249 iterations, alpha=2.315e-05, previous alpha=2.299e-05, with an active set of 196 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=8.651e-04, previous alpha=4.601e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.101e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=8.690e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 311 iterations, alpha=8.683e-06, previous alpha=8.432e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 89 iterations, i.e. alpha=1.606e-04, with an active set of 85 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 238 iterations, i.e. alpha=2.442e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.733e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.576e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 279 iterations, alpha=1.582e-05, previous alpha=1.529e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 223 iterations, i.e. alpha=3.437e-05, with an active set of 181 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 223 iterations, i.e. alpha=3.422e-05, with an active set of 181 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 229 iterations, alpha=3.164e-05, previous alpha=3.126e-05, with an active set of 186 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=1.766e-04, previous alpha=4.120e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.027e-05, previous alpha=7.367e-06, with an active set of 224 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=3.848e-05, previous alpha=4.685e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.502e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.160e-04, previous alpha=5.019e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.220e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=6.544e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 8.878e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 343 iterations, alpha=6.544e-06, previous alpha=6.438e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.549e-04, previous alpha=5.207e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=3.456e-06, previous alpha=3.351e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.274e-04, previous alpha=5.147e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 95 iterations, i.e. alpha=1.589e-04, with an active set of 93 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 161 iterations, i.e. alpha=6.958e-05, with an active set of 139 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=2.118e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=2.117e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 253 iterations, alpha=2.087e-05, previous alpha=2.084e-05, with an active set of 204 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 238 iterations, i.e. alpha=2.920e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=1.130e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 7.885e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=1.014e-05, with an active set of 232 regressors, and the smallest cholesky pivot element being 8.025e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=9.485e-06, previous alpha=9.327e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=3.429e-05, previous alpha=4.164e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=7.904e-05, previous alpha=6.421e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 228 iterations, i.e. alpha=3.119e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=2.177e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.576e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.571e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 286 iterations, alpha=1.499e-05, previous alpha=1.495e-05, with an active set of 215 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=6.556e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=5.716e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=5.590e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=6.667e-06, previous alpha=4.704e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=5.586e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=2.694e-05, previous alpha=3.911e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.981e-04, previous alpha=5.518e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 94 iterations, i.e. alpha=1.535e-04, with an active set of 92 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 239 iterations, i.e. alpha=2.573e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 199 iterations, i.e. alpha=4.913e-05, with an active set of 165 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=4.101e-05, previous alpha=3.949e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 246 iterations, i.e. alpha=2.907e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=9.932e-06, with an active set of 217 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=9.889e-06, with an active set of 217 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 295 iterations, alpha=1.382e-05, previous alpha=1.335e-05, with an active set of 218 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 316 iterations, alpha=9.649e-06, previous alpha=9.425e-06, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.451e-04, previous alpha=5.482e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.860e-04, previous alpha=5.136e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=9.625e-06, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=7.590e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=2.470e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.675e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.723e-05, previous alpha=4.866e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 281 iterations, alpha=1.594e-05, previous alpha=1.587e-05, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.082e-04, previous alpha=5.086e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=4.909e-04, previous alpha=4.537e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 102 iterations, i.e. alpha=1.343e-04, with an active set of 94 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.365e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 182 iterations, i.e. alpha=5.926e-05, with an active set of 156 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.435e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.396e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.394e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 300 iterations, alpha=1.254e-05, previous alpha=1.250e-05, with an active set of 217 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=3.003e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.579e-05, previous alpha=5.768e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 309 iterations, alpha=1.215e-05, previous alpha=1.215e-05, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 350 iterations, i.e. alpha=5.635e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.906e-04, previous alpha=5.635e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=6.913e-04, previous alpha=5.440e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 238 iterations, i.e. alpha=2.191e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 239 iterations, i.e. alpha=2.180e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=5.177e-04, previous alpha=4.065e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=4.440e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.047e-05, previous alpha=4.181e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 325 iterations, alpha=7.092e-06, previous alpha=7.035e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=1.246e-03, previous alpha=4.447e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.889e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 253 iterations, i.e. alpha=1.704e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 102 iterations, i.e. alpha=1.510e-04, with an active set of 88 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 276 iterations, alpha=1.233e-05, previous alpha=1.225e-05, with an active set of 209 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.162e-04, previous alpha=3.449e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 202 iterations, i.e. alpha=4.388e-05, with an active set of 162 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 202 iterations, i.e. alpha=4.386e-05, with an active set of 162 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=2.194e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.981e-04, previous alpha=4.970e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.678e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 9.306e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.668e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 9.306e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 296 iterations, alpha=1.646e-05, previous alpha=1.639e-05, with an active set of 209 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.045e-03, previous alpha=4.080e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=1.819e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=1.819e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 270 iterations, alpha=1.701e-05, previous alpha=1.696e-05, with an active set of 211 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=1.696e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=5.585e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 340 iterations, alpha=5.585e-06, previous alpha=5.522e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.566e-04, previous alpha=4.258e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.423e-03, previous alpha=4.512e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=8.163e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=7.393e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 97 iterations, i.e. alpha=1.607e-04, with an active set of 91 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=5.074e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=4.913e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=4.777e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 339 iterations, alpha=4.853e-06, previous alpha=4.735e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=1.574e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=2.381e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=5.671e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.598e-06, previous alpha=5.550e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=1.034e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=1.030e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 305 iterations, alpha=8.719e-06, previous alpha=8.307e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.543e-04, previous alpha=6.702e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=6.889e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.699e-05, previous alpha=5.127e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.720e-04, previous alpha=5.556e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.400e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.695e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.394e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 277 iterations, alpha=1.392e-05, previous alpha=1.352e-05, with an active set of 214 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=6.010e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=5.999e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 335 iterations, alpha=5.812e-06, previous alpha=5.681e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.021e-03, previous alpha=5.079e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 95 iterations, i.e. alpha=1.522e-04, with an active set of 87 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 99 iterations, i.e. alpha=1.475e-04, with an active set of 91 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.354e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.352e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.331e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 288 iterations, alpha=1.352e-05, previous alpha=1.304e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=9.364e-06, previous alpha=4.137e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=2.433e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 253 iterations, alpha=2.407e-05, previous alpha=2.365e-05, with an active set of 202 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=9.760e-04, previous alpha=6.246e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=4.296e-05, previous alpha=4.983e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 243 iterations, i.e. alpha=2.245e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 249 iterations, alpha=2.046e-05, previous alpha=1.978e-05, with an active set of 206 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.976e-04, previous alpha=4.612e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.870e-04, previous alpha=5.164e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=1.794e-03, previous alpha=5.219e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.831e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.779e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 275 iterations, alpha=1.742e-05, previous alpha=1.739e-05, with an active set of 212 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 181 iterations, i.e. alpha=6.032e-05, with an active set of 149 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 340 iterations, i.e. alpha=6.376e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.259e-04, previous alpha=5.545e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.541e-05, previous alpha=5.788e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 345 iterations, i.e. alpha=5.741e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 345 iterations, i.e. alpha=5.671e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.674e-06, previous alpha=5.426e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=7.830e-05, previous alpha=5.675e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.376e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=9.054e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.686e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 335 iterations, alpha=6.435e-06, previous alpha=6.427e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.899e-04, previous alpha=5.344e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.513e-05, previous alpha=5.063e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.009e-04, previous alpha=5.771e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 113 iterations, i.e. alpha=1.290e-04, with an active set of 105 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=1.162e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=1.130e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=1.107e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 304 iterations, alpha=1.130e-05, previous alpha=1.089e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 157 iterations, i.e. alpha=7.520e-05, with an active set of 135 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 178 iterations, i.e. alpha=6.204e-05, with an active set of 150 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=5.853e-06, previous alpha=4.134e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 178 iterations, i.e. alpha=6.199e-05, with an active set of 150 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=3.102e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=8.795e-05, previous alpha=7.043e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 239 iterations, i.e. alpha=2.960e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 262 iterations, alpha=2.465e-05, previous alpha=2.460e-05, with an active set of 207 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=5.766e-05, previous alpha=5.975e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 225 iterations, i.e. alpha=3.341e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.766e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.902e-05, previous alpha=4.381e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.691e-04, previous alpha=5.200e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=3.460e-05, previous alpha=5.365e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.864e-04, previous alpha=6.428e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 238 iterations, i.e. alpha=2.577e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 121 iterations, i.e. alpha=1.141e-04, with an active set of 107 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 349 iterations, i.e. alpha=4.893e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=8.109e-06, previous alpha=4.027e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 194 iterations, i.e. alpha=5.171e-05, with an active set of 162 regressors, and the smallest cholesky pivot element being 4.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 195 iterations, i.e. alpha=5.056e-05, with an active set of 163 regressors, and the smallest cholesky pivot element being 4.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 195 iterations, i.e. alpha=5.015e-05, with an active set of 163 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.285e-04, previous alpha=6.324e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 205 iterations, i.e. alpha=4.729e-05, with an active set of 171 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 208 iterations, i.e. alpha=4.587e-05, with an active set of 174 regressors, and the smallest cholesky pivot element being 6.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 215 iterations, alpha=4.448e-05, previous alpha=4.364e-05, with an active set of 180 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=8.840e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=9.840e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 350 iterations, i.e. alpha=4.397e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=9.822e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.378e-04, previous alpha=4.332e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.240e-06, previous alpha=5.755e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=1.488e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 213 iterations, i.e. alpha=3.286e-05, with an active set of 177 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=1.482e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 263 iterations, alpha=1.410e-05, previous alpha=1.300e-05, with an active set of 210 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=2.356e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=2.181e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 253 iterations, alpha=1.896e-05, previous alpha=1.894e-05, with an active set of 204 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 345 iterations, i.e. alpha=3.149e-06, with an active set of 251 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.500e-06, previous alpha=2.972e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=8.491e-05, previous alpha=4.396e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 220 iterations, i.e. alpha=2.653e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 92 iterations, i.e. alpha=1.579e-04, with an active set of 84 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.208e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 102 iterations, i.e. alpha=1.347e-04, with an active set of 94 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.177e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 275 iterations, alpha=1.173e-05, previous alpha=1.151e-05, with an active set of 210 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.322e-04, previous alpha=3.569e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 216 iterations, i.e. alpha=3.268e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 231 iterations, alpha=2.465e-05, previous alpha=2.360e-05, with an active set of 192 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.125e-04, previous alpha=3.961e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=7.816e-04, previous alpha=4.517e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 213 iterations, i.e. alpha=3.227e-05, with an active set of 181 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 218 iterations, i.e. alpha=3.054e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 219 iterations, alpha=3.034e-05, previous alpha=3.029e-05, with an active set of 186 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.528e-05, previous alpha=4.806e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.401e-05, previous alpha=3.948e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 110 iterations, i.e. alpha=1.211e-04, with an active set of 96 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 126 iterations, i.e. alpha=1.038e-04, with an active set of 110 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.175e-05, previous alpha=3.494e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 172 iterations, i.e. alpha=5.737e-05, with an active set of 140 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 172 iterations, i.e. alpha=5.734e-05, with an active set of 140 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=8.362e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.544e-04, previous alpha=3.477e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=2.869e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 226 iterations, alpha=2.838e-05, previous alpha=2.829e-05, with an active set of 183 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.668e-05, previous alpha=4.687e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.603e-04, previous alpha=4.040e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.066e-04, previous alpha=4.312e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=6.387e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.900e-04, previous alpha=4.149e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=1.513e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.820e-05, previous alpha=2.877e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.508e-04, previous alpha=4.563e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.537e-05, previous alpha=3.969e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.199e-05, previous alpha=5.178e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.978e-05, previous alpha=5.077e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 103 iterations, i.e. alpha=1.398e-04, with an active set of 91 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 228 iterations, i.e. alpha=2.817e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.453e-05, previous alpha=4.211e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=7.000e-05, previous alpha=3.568e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.245e-03, previous alpha=4.417e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 210 iterations, i.e. alpha=3.243e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 256 iterations, i.e. alpha=1.456e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=1.421e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 265 iterations, alpha=1.286e-05, previous alpha=1.261e-05, with an active set of 216 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=7.215e-04, previous alpha=4.421e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.238e-06, previous alpha=3.916e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=3.355e-04, previous alpha=4.752e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 105 iterations, i.e. alpha=1.394e-04, with an active set of 89 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.149e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.096e-05, previous alpha=3.955e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 201 iterations, i.e. alpha=4.322e-05, with an active set of 163 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.711e-04, previous alpha=4.894e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.985e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 257 iterations, alpha=1.655e-05, previous alpha=1.650e-05, with an active set of 204 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.893e-05, previous alpha=4.615e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.143e-03, previous alpha=3.570e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=6.729e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=1.357e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=6.611e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 343 iterations, alpha=5.673e-06, previous alpha=5.664e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.239e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 275 iterations, alpha=1.230e-05, previous alpha=1.216e-05, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=1.983e-04, previous alpha=4.041e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.780e-04, previous alpha=4.762e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.300e-04, previous alpha=3.387e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.668e-04, previous alpha=4.299e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 227 iterations, i.e. alpha=2.635e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 229 iterations, i.e. alpha=2.620e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 321 iterations, i.e. alpha=6.916e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 7.525e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.589e-04, previous alpha=5.427e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.770e-05, previous alpha=5.599e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.214e-04, previous alpha=4.076e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=1.841e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 225 iterations, i.e. alpha=3.351e-05, with an active set of 177 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.283e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.281e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.255e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 293 iterations, alpha=1.249e-05, previous alpha=1.220e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.301e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.212e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 297 iterations, alpha=1.210e-05, previous alpha=1.170e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=7.220e-05, previous alpha=5.049e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.214e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=8.398e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 91 iterations, i.e. alpha=1.612e-04, with an active set of 87 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=6.431e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 332 iterations, alpha=6.263e-06, previous alpha=6.263e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 159 iterations, i.e. alpha=7.659e-05, with an active set of 131 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=2.551e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 235 iterations, i.e. alpha=2.521e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=9.655e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 4.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 301 iterations, alpha=9.565e-06, previous alpha=9.465e-06, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=9.078e-05, previous alpha=4.804e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.827e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 275 iterations, alpha=1.785e-05, previous alpha=1.782e-05, with an active set of 208 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.382e-05, previous alpha=7.497e-06, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=4.333e-06, previous alpha=4.333e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.082e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=8.236e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 323 iterations, i.e. alpha=6.788e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.846e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=5.750e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=5.917e-05, previous alpha=4.263e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.097e-04, previous alpha=4.290e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=9.142e-04, previous alpha=5.482e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=6.134e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=2.902e-05, previous alpha=3.945e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 98 iterations, i.e. alpha=1.605e-04, with an active set of 94 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 109 iterations, i.e. alpha=1.326e-04, with an active set of 99 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 112 iterations, alpha=1.306e-04, previous alpha=1.304e-04, with an active set of 101 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=1.162e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=1.067e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 308 iterations, alpha=1.062e-05, previous alpha=1.045e-05, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.391e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.370e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=1.349e-05, previous alpha=1.348e-05, with an active set of 217 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=4.263e-04, previous alpha=6.666e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=2.433e-04, previous alpha=4.220e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 246 iterations, i.e. alpha=2.094e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.101e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.090e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 212 iterations, i.e. alpha=3.464e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 289 iterations, alpha=1.098e-05, previous alpha=1.069e-05, with an active set of 224 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 213 iterations, i.e. alpha=3.374e-05, with an active set of 177 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 218 iterations, alpha=3.229e-05, previous alpha=3.195e-05, with an active set of 181 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=5.262e-04, previous alpha=6.010e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.493e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.666e-04, previous alpha=5.124e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 98 iterations, i.e. alpha=1.589e-04, with an active set of 92 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 227 iterations, i.e. alpha=3.040e-05, with an active set of 181 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 229 iterations, i.e. alpha=3.405e-05, with an active set of 177 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 240 iterations, alpha=2.781e-05, previous alpha=2.766e-05, with an active set of 185 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=7.077e-04, previous alpha=6.105e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.137e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 298 iterations, alpha=1.127e-05, previous alpha=1.117e-05, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.691e-03, previous alpha=6.286e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.729e-04, previous alpha=5.150e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.920e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 339 iterations, alpha=6.181e-06, previous alpha=6.181e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.829e-04, previous alpha=5.127e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=1.034e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=1.008e-05, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.342e-04, previous alpha=5.114e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 313 iterations, alpha=9.609e-06, previous alpha=9.263e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.752e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 144 iterations, i.e. alpha=8.941e-05, with an active set of 122 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.373e-04, previous alpha=5.781e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 332 iterations, alpha=7.624e-06, previous alpha=7.624e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 272 iterations, alpha=2.254e-05, previous alpha=2.038e-05, with an active set of 209 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=8.897e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=1.825e-04, previous alpha=4.742e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 321 iterations, i.e. alpha=9.774e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.550e-04, previous alpha=6.407e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.529e-05, previous alpha=4.782e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=2.463e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.130e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 248 iterations, alpha=2.315e-05, previous alpha=2.306e-05, with an active set of 197 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.033e-04, previous alpha=4.677e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=2.318e-05, previous alpha=4.043e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 95 iterations, i.e. alpha=1.517e-04, with an active set of 89 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=1.936e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 181 iterations, i.e. alpha=6.072e-05, with an active set of 151 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 183 iterations, alpha=6.002e-05, previous alpha=5.966e-05, with an active set of 152 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=7.212e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=6.123e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 347 iterations, i.e. alpha=5.771e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=7.842e-06, previous alpha=5.011e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 349 iterations, i.e. alpha=5.687e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=3.126e-04, previous alpha=5.579e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=2.156e-04, previous alpha=7.028e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.177e-04, previous alpha=5.090e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 222 iterations, i.e. alpha=2.862e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.129e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.168e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 289 iterations, alpha=9.786e-06, previous alpha=9.557e-06, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 360 iterations, alpha=7.837e-04, previous alpha=4.774e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 356 iterations, i.e. alpha=4.024e-06, with an active set of 252 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=5.286e-05, previous alpha=3.516e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 100 iterations, i.e. alpha=1.478e-04, with an active set of 94 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=2.352e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 172 iterations, i.e. alpha=6.546e-05, with an active set of 140 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.306e-05, previous alpha=5.094e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=1.151e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 299 iterations, alpha=1.134e-05, previous alpha=1.132e-05, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 237 iterations, alpha=2.996e-05, previous alpha=2.996e-05, with an active set of 188 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=5.455e-06, previous alpha=5.053e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.298e-05, previous alpha=4.892e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=9.512e-06, previous alpha=6.525e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=7.954e-04, previous alpha=5.571e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 253 iterations, i.e. alpha=2.410e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.186e-04, previous alpha=5.133e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=8.498e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 6.144e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 334 iterations, alpha=8.339e-06, previous alpha=8.140e-06, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=7.115e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=7.063e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 105 iterations, i.e. alpha=1.327e-04, with an active set of 95 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.511e-05, previous alpha=5.811e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 109 iterations, i.e. alpha=1.282e-04, with an active set of 99 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 131 iterations, i.e. alpha=9.656e-05, with an active set of 113 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 161 iterations, i.e. alpha=6.853e-05, with an active set of 141 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=1.123e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 208 iterations, alpha=4.601e-05, previous alpha=4.500e-05, with an active set of 171 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=4.413e-06, previous alpha=4.404e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.608e-04, previous alpha=7.237e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.439e-05, previous alpha=7.433e-06, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.044e-03, previous alpha=5.457e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.034e-04, previous alpha=5.124e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.676e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.640e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 275 iterations, alpha=1.624e-05, previous alpha=1.624e-05, with an active set of 212 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=6.171e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.214e-04, previous alpha=5.591e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.482e-04, previous alpha=4.943e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=2.013e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 125 iterations, i.e. alpha=1.184e-04, with an active set of 107 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 126 iterations, i.e. alpha=1.184e-04, with an active set of 108 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 127 iterations, alpha=1.181e-04, previous alpha=1.179e-04, with an active set of 108 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=1.002e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 320 iterations, i.e. alpha=9.882e-06, with an active set of 220 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 320 iterations, i.e. alpha=9.735e-06, with an active set of 220 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 327 iterations, alpha=8.556e-06, previous alpha=8.188e-06, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.831e-05, previous alpha=4.284e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.608e-04, previous alpha=6.677e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.955e-04, previous alpha=5.641e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 238 iterations, i.e. alpha=2.935e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.328e-04, previous alpha=5.259e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=4.823e-04, previous alpha=6.050e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=6.917e-04, previous alpha=5.364e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.413e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=2.657e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=2.594e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 107 iterations, i.e. alpha=1.301e-04, with an active set of 101 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 255 iterations, alpha=2.468e-05, previous alpha=2.464e-05, with an active set of 202 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=7.360e-04, previous alpha=6.954e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 170 iterations, i.e. alpha=6.677e-05, with an active set of 148 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 171 iterations, i.e. alpha=6.621e-05, with an active set of 149 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 177 iterations, alpha=6.084e-05, previous alpha=6.017e-05, with an active set of 154 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.315e-04, previous alpha=6.083e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.513e-04, previous alpha=5.360e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=7.365e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 333 iterations, alpha=7.105e-06, previous alpha=7.090e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=7.079e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=6.035e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=7.048e-04, previous alpha=4.800e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.188e-04, previous alpha=5.557e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.792e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.772e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 276 iterations, alpha=1.727e-05, previous alpha=1.726e-05, with an active set of 213 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.938e-04, previous alpha=5.934e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 109 iterations, i.e. alpha=1.283e-04, with an active set of 101 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 112 iterations, i.e. alpha=1.249e-04, with an active set of 102 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 118 iterations, alpha=1.187e-04, previous alpha=1.186e-04, with an active set of 107 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.487e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=1.256e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 306 iterations, alpha=1.248e-05, previous alpha=1.210e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.652e-05, previous alpha=6.509e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.563e-05, previous alpha=6.116e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=6.960e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.449e-04, previous alpha=6.668e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=2.638e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 228 iterations, i.e. alpha=2.688e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 304 iterations, alpha=1.002e-05, previous alpha=1.002e-05, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.150e-05, previous alpha=5.361e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=6.820e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 339 iterations, alpha=6.811e-06, previous alpha=6.803e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.214e-05, previous alpha=4.482e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 100 iterations, i.e. alpha=1.454e-04, with an active set of 88 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 351 iterations, i.e. alpha=5.301e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 352 iterations, i.e. alpha=5.180e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=5.167e-06, previous alpha=5.079e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=6.052e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 223 iterations, i.e. alpha=3.729e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=2.273e-05, previous alpha=5.284e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=7.473e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=1.699e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=1.662e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 347 iterations, i.e. alpha=4.915e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 347 iterations, i.e. alpha=4.902e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.915e-06, previous alpha=4.808e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=2.945e-05, previous alpha=8.956e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=4.914e-05, previous alpha=4.658e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 246 iterations, i.e. alpha=2.640e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.278e-05, previous alpha=5.307e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=2.176e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=6.999e-06, previous alpha=5.790e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.345e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.068e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=1.470e-04, previous alpha=4.663e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=8.604e-06, with an active set of 224 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=2.380e-05, previous alpha=5.129e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 99 iterations, i.e. alpha=1.701e-04, with an active set of 89 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.206e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=1.070e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=2.564e-05, previous alpha=4.072e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 304 iterations, alpha=1.069e-05, previous alpha=1.057e-05, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 169 iterations, i.e. alpha=6.581e-05, with an active set of 147 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 188 iterations, alpha=5.843e-05, previous alpha=5.842e-05, with an active set of 159 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.466e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=8.701e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=8.587e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=8.509e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 6.989e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=8.481e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 6.989e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=7.618e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 318 iterations, alpha=8.081e-06, previous alpha=7.837e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=7.826e-06, previous alpha=5.579e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.722e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.714e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.375e-05, previous alpha=1.369e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=4.658e-05, previous alpha=5.036e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=2.581e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 356 iterations, i.e. alpha=7.042e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=9.319e-06, previous alpha=7.042e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.685e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.791e-04, previous alpha=4.724e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 96 iterations, i.e. alpha=1.689e-04, with an active set of 86 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 113 iterations, i.e. alpha=1.187e-04, with an active set of 97 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 360 iterations, alpha=5.916e-05, previous alpha=4.703e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 190 iterations, i.e. alpha=5.385e-05, with an active set of 158 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=4.955e-05, previous alpha=6.778e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 203 iterations, alpha=4.873e-05, previous alpha=4.863e-05, with an active set of 168 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 325 iterations, i.e. alpha=7.735e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=9.684e-05, previous alpha=5.341e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=8.851e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 321 iterations, i.e. alpha=7.347e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 328 iterations, alpha=6.747e-06, previous alpha=6.639e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 230 iterations, i.e. alpha=3.119e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=5.965e-06, previous alpha=5.036e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=4.758e-04, previous alpha=5.216e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.922e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.373e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.223e-04, previous alpha=4.183e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 256 iterations, i.e. alpha=2.219e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=2.187e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.796e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 360 iterations, alpha=2.645e-05, previous alpha=5.493e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.504e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 284 iterations, alpha=1.493e-05, previous alpha=1.470e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 97 iterations, i.e. alpha=1.536e-04, with an active set of 91 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=2.057e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=2.049e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.251e-05, previous alpha=7.316e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=1.030e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 321 iterations, i.e. alpha=1.014e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.608e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=9.713e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 5.053e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 326 iterations, alpha=9.531e-06, previous alpha=9.527e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=6.356e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=8.090e-06, previous alpha=5.530e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.791e-05, previous alpha=5.603e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=2.482e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=8.829e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=2.639e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=2.265e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=2.236e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=7.062e-05, previous alpha=4.732e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 265 iterations, alpha=2.186e-05, previous alpha=2.172e-05, with an active set of 206 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=8.273e-06, previous alpha=5.089e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=4.375e-04, previous alpha=5.341e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 101 iterations, i.e. alpha=1.593e-04, with an active set of 91 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=1.256e-04, previous alpha=4.583e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.526e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.521e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 280 iterations, alpha=1.490e-05, previous alpha=1.479e-05, with an active set of 217 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=2.343e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 262 iterations, alpha=2.161e-05, previous alpha=2.160e-05, with an active set of 201 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.200e-05, previous alpha=5.531e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=7.516e-06, previous alpha=5.147e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=7.491e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 215 iterations, i.e. alpha=3.876e-05, with an active set of 179 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.247e-05, previous alpha=5.957e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=6.259e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=6.255e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 8.297e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 342 iterations, alpha=6.184e-06, previous alpha=6.153e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.240e-06, previous alpha=6.182e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.366e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.364e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 112 iterations, i.e. alpha=1.241e-04, with an active set of 98 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=6.828e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=6.798e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=7.734e-06, previous alpha=6.084e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=1.255e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=1.356e-05, previous alpha=4.791e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=2.221e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 269 iterations, alpha=2.132e-05, previous alpha=2.120e-05, with an active set of 210 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 348 iterations, i.e. alpha=7.578e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.629e-05, previous alpha=7.578e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.988e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.434e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.386e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.360e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 9.003e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 297 iterations, alpha=1.364e-05, previous alpha=1.323e-05, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=6.257e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 345 iterations, i.e. alpha=6.190e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 353 iterations, i.e. alpha=5.926e-06, with an active set of 251 regressors, and the smallest cholesky pivot element being 5.576e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=2.049e-05, previous alpha=5.904e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=2.554e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=2.117e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 252 iterations, alpha=2.025e-05, previous alpha=2.024e-05, with an active set of 201 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 223 iterations, i.e. alpha=3.447e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.064e-04, previous alpha=3.742e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.883e-05, previous alpha=6.279e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.642e-05, previous alpha=4.584e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=4.960e-06, previous alpha=4.377e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.374e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 282 iterations, alpha=1.373e-05, previous alpha=1.350e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 197 iterations, i.e. alpha=4.246e-05, with an active set of 167 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 350 iterations, i.e. alpha=4.004e-06, with an active set of 252 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=3.810e-05, previous alpha=3.982e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=9.408e-06, with an active set of 223 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 321 iterations, i.e. alpha=6.127e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.597e-04, previous alpha=4.866e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.092e-04, previous alpha=4.168e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.949e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.409e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.398e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 282 iterations, alpha=1.334e-05, previous alpha=1.300e-05, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.613e-05, previous alpha=4.626e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=2.183e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 316 iterations, alpha=1.404e-05, previous alpha=8.053e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 101 iterations, i.e. alpha=1.453e-04, with an active set of 87 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.545e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.462e-04, previous alpha=3.593e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 102 iterations, i.e. alpha=1.446e-04, with an active set of 88 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=9.686e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 199 iterations, i.e. alpha=4.199e-05, with an active set of 171 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 221 iterations, alpha=3.570e-05, previous alpha=3.569e-05, with an active set of 186 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 342 iterations, alpha=5.954e-06, previous alpha=5.929e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 363 iterations, alpha=8.289e-05, previous alpha=3.995e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=5.281e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.822e-05, previous alpha=4.718e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=4.191e-06, previous alpha=3.959e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.450e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 216 iterations, i.e. alpha=3.095e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=6.707e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.413e-05, previous alpha=3.941e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 336 iterations, alpha=6.707e-06, previous alpha=6.598e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.832e-05, previous alpha=5.205e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.480e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 278 iterations, alpha=1.440e-05, previous alpha=1.439e-05, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 98 iterations, i.e. alpha=1.425e-04, with an active set of 86 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 120 iterations, i.e. alpha=1.170e-04, with an active set of 106 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 162 iterations, i.e. alpha=6.880e-05, with an active set of 146 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.139e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=8.070e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.120e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 243 iterations, alpha=3.263e-05, previous alpha=3.129e-05, with an active set of 192 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=7.346e-06, previous alpha=3.722e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=5.837e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.837e-06, previous alpha=5.775e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.700e-05, previous alpha=4.781e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=7.732e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=6.424e-05, previous alpha=5.151e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 231 iterations, i.e. alpha=3.004e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=2.143e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 261 iterations, alpha=2.108e-05, previous alpha=2.102e-05, with an active set of 212 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.311e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 320 iterations, i.e. alpha=7.494e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 9.996e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 321 iterations, alpha=7.494e-06, previous alpha=7.491e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.874e-05, previous alpha=5.058e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 103 iterations, i.e. alpha=1.404e-04, with an active set of 89 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 104 iterations, i.e. alpha=1.404e-04, with an active set of 90 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.717e-05, previous alpha=4.251e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=1.048e-05, previous alpha=4.756e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=4.882e-05, with an active set of 172 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 237 iterations, alpha=4.521e-05, previous alpha=4.516e-05, with an active set of 174 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=9.227e-06, previous alpha=4.362e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=6.922e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=8.801e-06, previous alpha=4.998e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.060e-05, previous alpha=3.983e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 212 iterations, i.e. alpha=3.535e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.390e-05, previous alpha=4.721e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.608e-04, previous alpha=4.487e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.533e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 271 iterations, alpha=1.533e-05, previous alpha=1.533e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 120 iterations, i.e. alpha=1.064e-04, with an active set of 108 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.566e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 217 iterations, i.e. alpha=3.352e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.695e-05, previous alpha=4.213e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=2.654e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.160e-04, previous alpha=6.070e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 237 iterations, alpha=2.647e-05, previous alpha=2.628e-05, with an active set of 192 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=4.502e-06, previous alpha=4.492e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.511e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=7.659e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=6.239e-05, previous alpha=5.064e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=6.284e-05, previous alpha=4.767e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 229 iterations, i.e. alpha=3.505e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=2.666e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=2.152e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 215 iterations, i.e. alpha=4.127e-05, with an active set of 175 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.483e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.458e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.853e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=2.851e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 292 iterations, alpha=1.435e-05, previous alpha=1.417e-05, with an active set of 217 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=7.174e-05, previous alpha=6.293e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=9.924e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=9.829e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 311 iterations, alpha=9.888e-06, previous alpha=9.698e-06, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 303 iterations, alpha=1.324e-05, previous alpha=1.316e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 91 iterations, i.e. alpha=1.685e-04, with an active set of 83 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=1.940e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 188 iterations, i.e. alpha=5.348e-05, with an active set of 162 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=1.932e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=1.868e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 193 iterations, i.e. alpha=5.059e-05, with an active set of 167 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 199 iterations, alpha=4.746e-05, previous alpha=4.604e-05, with an active set of 172 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 261 iterations, alpha=1.882e-05, previous alpha=1.846e-05, with an active set of 206 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=1.538e-05, previous alpha=4.387e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.063e-04, previous alpha=5.108e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=6.971e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=2.155e-05, previous alpha=3.922e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 239 iterations, i.e. alpha=3.048e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.334e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=1.453e-05, previous alpha=5.572e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 361 iterations, alpha=1.073e-05, previous alpha=3.999e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.837e-05, previous alpha=5.587e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=9.199e-05, previous alpha=5.358e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 92 iterations, i.e. alpha=1.670e-04, with an active set of 84 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 173 iterations, i.e. alpha=6.547e-05, with an active set of 149 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=1.239e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 231 iterations, i.e. alpha=3.557e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.619e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=3.337e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 8.363e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=3.324e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 8.363e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.732e-04, previous alpha=8.383e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 237 iterations, alpha=3.328e-05, previous alpha=3.290e-05, with an active set of 186 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=1.883e-05, previous alpha=4.663e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=7.658e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.482e-04, previous alpha=5.929e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=1.053e-05, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 327 iterations, alpha=6.937e-06, previous alpha=6.937e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 203 iterations, i.e. alpha=4.571e-05, with an active set of 159 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 216 iterations, i.e. alpha=3.946e-05, with an active set of 172 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 204 iterations, i.e. alpha=4.559e-05, with an active set of 160 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.964e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 269 iterations, alpha=1.964e-05, previous alpha=1.942e-05, with an active set of 208 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.473e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.426e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=2.174e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 300 iterations, alpha=1.293e-05, previous alpha=1.276e-05, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=5.781e-05, previous alpha=5.674e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=1.133e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=8.693e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 91 iterations, i.e. alpha=1.709e-04, with an active set of 83 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 321 iterations, alpha=8.556e-06, previous alpha=8.394e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 321 iterations, i.e. alpha=7.249e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=7.205e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 115 iterations, i.e. alpha=1.138e-04, with an active set of 101 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.417e-06, previous alpha=5.413e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 125 iterations, alpha=9.853e-05, previous alpha=9.793e-05, with an active set of 110 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 254 iterations, i.e. alpha=2.412e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=1.317e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=1.292e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 9.714e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 311 iterations, alpha=1.174e-05, previous alpha=1.159e-05, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=7.710e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.233e-04, previous alpha=6.189e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=7.443e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=2.454e-05, previous alpha=4.450e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=1.147e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=1.007e-05, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 243 iterations, i.e. alpha=3.278e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 354 iterations, i.e. alpha=5.607e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=2.551e-04, previous alpha=4.862e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=8.031e-05, previous alpha=5.474e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=8.380e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=8.338e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 337 iterations, alpha=7.616e-06, previous alpha=7.592e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.624e-04, previous alpha=6.542e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 103 iterations, i.e. alpha=1.384e-04, with an active set of 89 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 194 iterations, i.e. alpha=4.830e-05, with an active set of 168 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 202 iterations, alpha=4.516e-05, previous alpha=4.485e-05, with an active set of 175 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.663e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.661e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 272 iterations, alpha=1.628e-05, previous alpha=1.623e-05, with an active set of 211 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.753e-05, previous alpha=6.466e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.809e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.654e-05, previous alpha=5.862e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=1.073e-05, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 306 iterations, alpha=1.070e-05, previous alpha=1.059e-05, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 254 iterations, i.e. alpha=2.449e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=2.441e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.536e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=1.250e-05, previous alpha=1.247e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=5.652e-04, previous alpha=5.286e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=2.298e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.891e-05, previous alpha=4.844e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.977e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.970e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 91 iterations, i.e. alpha=1.631e-04, with an active set of 83 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 92 iterations, i.e. alpha=1.616e-04, with an active set of 84 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=1.124e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=9.887e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 310 iterations, alpha=9.664e-06, previous alpha=9.663e-06, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 307 iterations, alpha=1.118e-05, previous alpha=1.095e-05, with an active set of 224 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 210 iterations, i.e. alpha=4.358e-05, with an active set of 164 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 226 iterations, alpha=3.813e-05, previous alpha=3.791e-05, with an active set of 177 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.002e-05, previous alpha=7.797e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=6.808e-06, previous alpha=4.889e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.176e-04, previous alpha=5.984e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=3.008e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=2.680e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=2.252e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 253 iterations, alpha=2.679e-05, previous alpha=2.661e-05, with an active set of 192 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 261 iterations, alpha=2.243e-05, previous alpha=2.179e-05, with an active set of 204 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=1.946e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.521e-04, previous alpha=5.286e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 367 iterations, alpha=1.132e-05, previous alpha=5.698e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 104 iterations, i.e. alpha=1.330e-04, with an active set of 88 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=8.758e-06, previous alpha=6.149e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 212 iterations, i.e. alpha=4.288e-05, with an active set of 168 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=1.174e-05, previous alpha=4.531e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 212 iterations, i.e. alpha=4.274e-05, with an active set of 168 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 214 iterations, alpha=4.243e-05, previous alpha=4.190e-05, with an active set of 169 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.022e-04, previous alpha=5.180e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=8.511e-05, previous alpha=4.702e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.341e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.277e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.480e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.434e-04, previous alpha=5.218e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=7.560e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 340 iterations, i.e. alpha=6.976e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=6.671e-06, previous alpha=6.603e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.638e-05, previous alpha=6.268e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=4.020e-05, previous alpha=4.710e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 104 iterations, i.e. alpha=1.409e-04, with an active set of 90 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 192 iterations, i.e. alpha=5.079e-05, with an active set of 160 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.636e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 200 iterations, alpha=4.854e-05, previous alpha=4.852e-05, with an active set of 167 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=1.225e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 356 iterations, i.e. alpha=4.905e-06, with an active set of 254 regressors, and the smallest cholesky pivot element being 6.989e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=4.998e-05, previous alpha=4.903e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.661e-04, previous alpha=6.503e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=8.352e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=6.795e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 340 iterations, alpha=6.795e-06, previous alpha=6.698e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=1.161e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=2.254e-05, previous alpha=5.317e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=2.569e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.477e-04, previous alpha=4.858e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.425e-05, previous alpha=5.970e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=2.611e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 341 iterations, alpha=7.950e-06, previous alpha=7.611e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.212e-05, previous alpha=6.040e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 96 iterations, i.e. alpha=1.572e-04, with an active set of 88 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.519e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=4.123e-05, with an active set of 172 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 226 iterations, alpha=4.059e-05, previous alpha=4.050e-05, with an active set of 173 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=8.947e-05, previous alpha=4.336e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=1.009e-05, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.606e-05, previous alpha=7.607e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=7.968e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=9.529e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.171e-05, previous alpha=6.106e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=3.874e-05, previous alpha=5.207e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.763e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=7.099e-06, previous alpha=6.611e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=5.037e-04, previous alpha=5.141e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.167e-04, previous alpha=6.728e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=8.911e-04, previous alpha=4.896e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 154 iterations, i.e. alpha=7.739e-05, with an active set of 136 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=1.345e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=1.339e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 299 iterations, alpha=1.333e-05, previous alpha=1.330e-05, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 176 iterations, i.e. alpha=6.187e-05, with an active set of 152 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 178 iterations, i.e. alpha=6.156e-05, with an active set of 154 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 185 iterations, alpha=5.961e-05, previous alpha=5.943e-05, with an active set of 160 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.809e-05, previous alpha=7.398e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.922e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.602e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.593e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.588e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 288 iterations, alpha=1.593e-05, previous alpha=1.570e-05, with an active set of 217 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=2.774e-05, previous alpha=5.748e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.652e-05, previous alpha=6.289e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 233 iterations, i.e. alpha=3.336e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.349e-05, previous alpha=5.797e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=2.171e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 300 iterations, alpha=1.548e-05, previous alpha=1.527e-05, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=5.032e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 344 iterations, alpha=4.990e-06, previous alpha=4.985e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 105 iterations, i.e. alpha=1.306e-04, with an active set of 93 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 173 iterations, i.e. alpha=6.201e-05, with an active set of 153 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 351 iterations, i.e. alpha=4.744e-06, with an active set of 251 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=2.543e-05, previous alpha=4.431e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.176e-04, previous alpha=7.210e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 214 iterations, i.e. alpha=4.053e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=1.374e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 215 iterations, alpha=4.030e-05, previous alpha=4.028e-05, with an active set of 180 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=8.126e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 332 iterations, alpha=8.125e-06, previous alpha=8.092e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.470e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=7.346e-06, previous alpha=5.285e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 227 iterations, i.e. alpha=2.880e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=2.393e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 244 iterations, alpha=2.277e-05, previous alpha=2.256e-05, with an active set of 197 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.750e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.899e-05, previous alpha=3.892e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=9.950e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=5.666e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=9.841e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 309 iterations, alpha=8.680e-06, previous alpha=8.570e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=5.073e-05, previous alpha=3.894e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 95 iterations, i.e. alpha=1.493e-04, with an active set of 87 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 165 iterations, i.e. alpha=6.726e-05, with an active set of 145 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 181 iterations, i.e. alpha=5.666e-05, with an active set of 157 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.182e-04, previous alpha=4.643e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.751e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 4.081e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 271 iterations, alpha=1.686e-05, previous alpha=1.671e-05, with an active set of 214 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=6.892e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=7.771e-06, previous alpha=4.929e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.954e-05, previous alpha=4.899e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=6.158e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 353 iterations, i.e. alpha=4.517e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=2.507e-05, previous alpha=4.473e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=2.500e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.833e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 278 iterations, alpha=1.557e-05, previous alpha=1.543e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 231 iterations, i.e. alpha=2.603e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.572e-04, previous alpha=4.410e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=1.934e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.246e-05, previous alpha=4.191e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.906e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 329 iterations, alpha=7.677e-06, previous alpha=7.677e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=5.270e-06, previous alpha=4.521e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=9.762e-05, previous alpha=4.411e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 282 iterations, alpha=1.147e-05, previous alpha=1.147e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 340 iterations, i.e. alpha=6.228e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=4.248e-05, previous alpha=4.836e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 352 iterations, i.e. alpha=3.795e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=8.165e-06, previous alpha=3.586e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 208 iterations, i.e. alpha=3.841e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=4.864e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.521e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.141e-05, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.133e-05, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 293 iterations, alpha=1.141e-05, previous alpha=1.128e-05, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=4.760e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 338 iterations, alpha=4.757e-06, previous alpha=4.754e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.315e-04, previous alpha=5.446e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=7.833e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.267e-06, previous alpha=4.396e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 177 iterations, i.e. alpha=5.812e-05, with an active set of 157 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.189e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 261 iterations, i.e. alpha=1.628e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 261 iterations, i.e. alpha=1.807e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.388e-05, previous alpha=5.649e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=1.788e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.249e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.565e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 292 iterations, alpha=1.158e-05, previous alpha=1.146e-05, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.486e-06, previous alpha=5.486e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 361 iterations, alpha=2.695e-05, previous alpha=3.930e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.200e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.193e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=1.193e-05, previous alpha=1.182e-05, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 246 iterations, i.e. alpha=2.503e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=6.613e-06, previous alpha=6.008e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 225 iterations, i.e. alpha=2.771e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.766e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.337e-04, previous alpha=4.608e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 232 iterations, i.e. alpha=2.615e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 240 iterations, alpha=2.518e-05, previous alpha=2.483e-05, with an active set of 197 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.026e-04, previous alpha=4.843e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=7.316e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 101 iterations, i.e. alpha=1.438e-04, with an active set of 89 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=1.226e-05, previous alpha=5.114e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 215 iterations, i.e. alpha=3.658e-05, with an active set of 179 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.162e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.160e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 299 iterations, alpha=9.992e-06, previous alpha=9.817e-06, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=6.859e-06, previous alpha=4.775e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.321e-05, previous alpha=4.596e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 345 iterations, i.e. alpha=5.523e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.425e-06, previous alpha=5.232e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 200 iterations, i.e. alpha=4.111e-05, with an active set of 174 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=5.538e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=9.367e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.508e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 277 iterations, alpha=1.508e-05, previous alpha=1.491e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.873e-04, previous alpha=4.471e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 320 iterations, i.e. alpha=7.264e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=3.990e-05, previous alpha=3.693e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.135e-05, previous alpha=5.430e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 125 iterations, i.e. alpha=1.058e-04, with an active set of 115 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 162 iterations, i.e. alpha=7.262e-05, with an active set of 146 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=1.938e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 164 iterations, alpha=7.223e-05, previous alpha=7.217e-05, with an active set of 147 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.561e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.712e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 275 iterations, alpha=1.557e-05, previous alpha=1.543e-05, with an active set of 216 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.187e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.133e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=1.212e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 297 iterations, alpha=9.949e-06, previous alpha=9.820e-06, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=1.191e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=6.383e-06, previous alpha=4.967e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.104e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=4.319e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.319e-06, previous alpha=4.277e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.656e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=1.185e-04, previous alpha=6.251e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 246 iterations, i.e. alpha=3.064e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=6.984e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=6.791e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 344 iterations, alpha=6.711e-06, previous alpha=6.421e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 297 iterations, alpha=1.244e-05, previous alpha=1.244e-05, with an active set of 224 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=7.343e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.464e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.884e-04, previous alpha=5.833e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 93 iterations, i.e. alpha=1.598e-04, with an active set of 85 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=6.992e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=6.859e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 6.989e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=6.296e-06, previous alpha=6.165e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.389e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.360e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 285 iterations, alpha=1.376e-05, previous alpha=1.330e-05, with an active set of 218 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=7.508e-05, previous alpha=4.669e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.792e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.214e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.209e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=9.403e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=9.168e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 305 iterations, alpha=9.266e-06, previous alpha=9.091e-06, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.895e-05, previous alpha=4.628e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 217 iterations, i.e. alpha=3.617e-05, with an active set of 181 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=2.967e-05, previous alpha=4.892e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.437e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 321 iterations, i.e. alpha=8.266e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 4.712e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 281 iterations, alpha=1.437e-05, previous alpha=1.420e-05, with an active set of 218 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.398e-04, previous alpha=6.102e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 253 iterations, i.e. alpha=1.976e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 108 iterations, i.e. alpha=1.339e-04, with an active set of 96 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=1.972e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=5.237e-06, previous alpha=5.234e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 284 iterations, alpha=1.219e-05, previous alpha=1.213e-05, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=7.432e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=7.233e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=7.133e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=7.096e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 9.424e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.676e-04, previous alpha=5.592e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=6.644e-05, previous alpha=5.051e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=2.547e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.691e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 326 iterations, alpha=7.155e-06, previous alpha=7.155e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=7.196e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=4.678e-05, previous alpha=5.716e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 238 iterations, i.e. alpha=2.939e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 243 iterations, i.e. alpha=2.441e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=2.435e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.329e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.322e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 6.322e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.689e-04, previous alpha=6.054e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=1.306e-05, previous alpha=1.270e-05, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.049e-04, previous alpha=4.906e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=6.179e-05, previous alpha=6.169e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 95 iterations, i.e. alpha=1.639e-04, with an active set of 85 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=1.653e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.277e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 4.712e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.274e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 4.712e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.364e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=6.387e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=9.232e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 8.297e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=6.266e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 7.146e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 329 iterations, alpha=6.387e-06, previous alpha=6.230e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=6.951e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 8.297e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=5.464e-05, previous alpha=4.969e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.951e-06, previous alpha=6.941e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=6.707e-05, previous alpha=5.510e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.912e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.082e-06, previous alpha=5.041e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=2.491e-05, previous alpha=4.711e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=4.092e-05, previous alpha=5.214e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.717e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=1.238e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.391e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=8.990e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=2.922e-05, previous alpha=4.836e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.588e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=6.488e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.334e-04, previous alpha=6.110e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 331 iterations, alpha=6.446e-06, previous alpha=6.441e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=2.244e-05, previous alpha=7.512e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 104 iterations, i.e. alpha=1.342e-04, with an active set of 92 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 137 iterations, i.e. alpha=8.597e-05, with an active set of 121 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 167 iterations, alpha=6.065e-05, previous alpha=6.049e-05, with an active set of 150 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=2.171e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=7.803e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=7.664e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 334 iterations, alpha=7.803e-06, previous alpha=7.629e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.218e-05, previous alpha=4.037e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=5.373e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 360 iterations, alpha=8.623e-05, previous alpha=5.439e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.899e-04, previous alpha=4.755e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 232 iterations, i.e. alpha=3.317e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=9.410e-05, previous alpha=5.463e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=8.162e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 95 iterations, i.e. alpha=1.588e-04, with an active set of 87 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 97 iterations, i.e. alpha=1.542e-04, with an active set of 89 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=1.433e-05, previous alpha=6.135e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.977e-05, previous alpha=6.673e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 191 iterations, i.e. alpha=5.480e-05, with an active set of 153 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 191 iterations, i.e. alpha=5.471e-05, with an active set of 153 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=6.460e-06, previous alpha=5.997e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 246 iterations, i.e. alpha=2.740e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 251 iterations, alpha=7.031e-05, previous alpha=2.568e-05, with an active set of 194 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.866e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=6.168e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=3.798e-04, previous alpha=4.505e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=1.031e-05, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=8.951e-06, previous alpha=5.346e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=2.701e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.645e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.645e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 278 iterations, alpha=1.643e-05, previous alpha=1.632e-05, with an active set of 211 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=7.025e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 336 iterations, alpha=7.025e-06, previous alpha=6.944e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.645e-04, previous alpha=6.560e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 110 iterations, i.e. alpha=1.143e-04, with an active set of 96 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=2.161e-05, previous alpha=6.143e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=3.393e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.684e-05, previous alpha=6.370e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=8.592e-05, previous alpha=4.676e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 297 iterations, alpha=1.849e-05, previous alpha=1.840e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.278e-04, previous alpha=4.420e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=7.467e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=7.335e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 319 iterations, alpha=7.309e-06, previous alpha=7.117e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=8.490e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 329 iterations, alpha=8.490e-06, previous alpha=8.413e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=7.994e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 216 iterations, i.e. alpha=4.034e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 223 iterations, i.e. alpha=3.579e-05, with an active set of 181 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.677e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=8.832e-04, previous alpha=5.553e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 286 iterations, alpha=1.677e-05, previous alpha=1.658e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 321 iterations, i.e. alpha=1.058e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=2.783e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.898e-05, previous alpha=5.543e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 109 iterations, i.e. alpha=1.340e-04, with an active set of 93 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.589e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 156 iterations, i.e. alpha=7.803e-05, with an active set of 138 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 158 iterations, alpha=7.640e-05, previous alpha=7.570e-05, with an active set of 139 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.091e-05, previous alpha=8.339e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=8.113e-05, previous alpha=5.880e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=1.365e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 321 iterations, i.e. alpha=9.395e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 322 iterations, alpha=9.395e-06, previous alpha=9.260e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=2.164e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=2.083e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=1.416e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=1.410e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 303 iterations, alpha=1.294e-05, previous alpha=1.280e-05, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=6.940e-05, previous alpha=6.054e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.166e-04, previous alpha=4.330e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 220 iterations, i.e. alpha=3.443e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=6.693e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=6.678e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=4.413e-04, previous alpha=5.997e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=1.029e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 6.053e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 312 iterations, alpha=1.029e-05, previous alpha=1.018e-05, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 103 iterations, i.e. alpha=1.517e-04, with an active set of 91 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.648e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 345 iterations, i.e. alpha=7.685e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=7.672e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=1.082e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.881e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=6.983e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=2.278e-05, previous alpha=6.334e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 281 iterations, alpha=1.878e-05, previous alpha=1.858e-05, with an active set of 208 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.043e-05, previous alpha=6.012e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=7.015e-05, previous alpha=5.090e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=2.105e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.295e-05, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 308 iterations, alpha=1.097e-05, previous alpha=1.096e-05, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 199 iterations, i.e. alpha=4.752e-05, with an active set of 165 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=1.031e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.686e-04, previous alpha=6.408e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=1.311e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.443e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.997e-04, previous alpha=5.706e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.616e-04, previous alpha=5.903e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.671e-04, previous alpha=6.398e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 219 iterations, i.e. alpha=4.311e-05, with an active set of 171 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 228 iterations, i.e. alpha=3.631e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 114 iterations, i.e. alpha=1.187e-04, with an active set of 100 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 234 iterations, alpha=3.397e-05, previous alpha=3.379e-05, with an active set of 185 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=2.740e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=1.550e-05, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 326 iterations, alpha=1.339e-05, previous alpha=1.328e-05, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 261 iterations, i.e. alpha=2.391e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 4.081e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=2.380e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 4.081e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.637e-04, previous alpha=8.051e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 264 iterations, alpha=2.365e-05, previous alpha=2.362e-05, with an active set of 209 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=5.000e-05, previous alpha=5.246e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=6.542e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=9.413e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=5.949e-04, previous alpha=5.944e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=7.567e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 214 iterations, i.e. alpha=3.692e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=7.532e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.254e-04, previous alpha=5.868e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.478e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 297 iterations, alpha=1.474e-05, previous alpha=1.464e-05, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.398e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 111 iterations, i.e. alpha=1.258e-04, with an active set of 99 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 137 iterations, i.e. alpha=9.398e-05, with an active set of 123 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.922e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=1.007e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 322 iterations, alpha=9.720e-06, previous alpha=9.663e-06, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 185 iterations, i.e. alpha=5.709e-05, with an active set of 161 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=2.918e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=2.916e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 249 iterations, alpha=2.876e-05, previous alpha=2.867e-05, with an active set of 190 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=3.209e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=9.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.598e-05, previous alpha=7.680e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=1.101e-05, with an active set of 230 regressors, and the smallest cholesky pivot element being 9.884e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=9.632e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 9.657e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=2.019e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=9.606e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 9.657e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 318 iterations, alpha=9.603e-06, previous alpha=9.550e-06, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=2.382e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=7.117e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 8.941e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=5.684e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 8.941e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=5.602e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 8.941e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.684e-06, previous alpha=5.579e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=7.764e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=6.856e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 354 iterations, i.e. alpha=5.985e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 354 iterations, i.e. alpha=5.960e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 8.363e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 355 iterations, i.e. alpha=5.856e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 8.363e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=1.354e-04, previous alpha=5.760e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 212 iterations, i.e. alpha=3.695e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=1.814e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.192e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.172e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=2.116e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=8.475e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=6.781e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 7.376e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=6.749e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 7.376e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 337 iterations, alpha=6.759e-06, previous alpha=6.636e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.569e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.561e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=6.132e-04, previous alpha=3.447e-06, with an active set of 264 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 304 iterations, alpha=9.766e-06, previous alpha=9.753e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.269e-05, previous alpha=4.033e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 83 iterations, i.e. alpha=1.696e-04, with an active set of 73 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 93 iterations, i.e. alpha=1.511e-04, with an active set of 83 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 113 iterations, alpha=1.213e-04, previous alpha=1.189e-04, with an active set of 102 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=3.856e-06, previous alpha=3.600e-06, with an active set of 259 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=1.419e-05, previous alpha=4.883e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=9.103e-06, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=4.855e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.112e-04, previous alpha=5.040e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=7.555e-06, previous alpha=3.979e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.037e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=2.623e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.117e-04, previous alpha=3.612e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 246 iterations, i.e. alpha=2.355e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.025e-05, previous alpha=4.758e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=2.017e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.645e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 275 iterations, alpha=1.616e-05, previous alpha=1.614e-05, with an active set of 218 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=6.189e-04, previous alpha=3.677e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.286e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.266e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 119 iterations, i.e. alpha=1.006e-04, with an active set of 107 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 120 iterations, i.e. alpha=1.005e-04, with an active set of 108 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 152 iterations, alpha=7.128e-05, previous alpha=7.077e-05, with an active set of 139 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 351 iterations, i.e. alpha=3.768e-06, with an active set of 257 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 351 iterations, i.e. alpha=3.736e-06, with an active set of 257 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=3.754e-06, previous alpha=3.729e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.052e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.401e-04, previous alpha=5.108e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.719e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=1.592e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.252e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=9.699e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 325 iterations, alpha=6.902e-06, previous alpha=6.902e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 327 iterations, alpha=6.199e-06, previous alpha=6.199e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 221 iterations, i.e. alpha=3.576e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 256 iterations, i.e. alpha=2.053e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 257 iterations, alpha=2.033e-05, previous alpha=2.016e-05, with an active set of 210 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.328e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=8.257e-06, previous alpha=4.404e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.796e-04, previous alpha=4.319e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.414e-06, previous alpha=4.842e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 88 iterations, i.e. alpha=1.571e-04, with an active set of 82 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=5.109e-06, previous alpha=4.264e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 168 iterations, i.e. alpha=6.396e-05, with an active set of 150 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=7.302e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 171 iterations, alpha=6.168e-05, previous alpha=6.144e-05, with an active set of 152 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.582e-06, previous alpha=5.384e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=8.691e-06, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=8.626e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 295 iterations, alpha=8.498e-06, previous alpha=8.475e-06, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=5.823e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.773e-05, previous alpha=5.301e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 203 iterations, i.e. alpha=4.062e-05, with an active set of 175 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 204 iterations, i.e. alpha=4.049e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=8.052e-06, previous alpha=4.383e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 221 iterations, alpha=2.987e-05, previous alpha=2.941e-05, with an active set of 192 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.160e-05, previous alpha=4.849e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 323 iterations, i.e. alpha=7.036e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 261 iterations, i.e. alpha=1.843e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 113 iterations, i.e. alpha=1.070e-04, with an active set of 103 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.826e-05, previous alpha=5.172e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 172 iterations, i.e. alpha=5.859e-05, with an active set of 154 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.978e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.967e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 319 iterations, alpha=6.951e-06, previous alpha=6.904e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.975e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.111e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 287 iterations, alpha=9.727e-06, previous alpha=9.684e-06, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 298 iterations, alpha=1.076e-05, previous alpha=1.053e-05, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=1.900e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.840e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.534e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 283 iterations, alpha=1.448e-05, previous alpha=1.440e-05, with an active set of 210 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.129e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=3.822e-05, previous alpha=4.189e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.287e-05, previous alpha=4.467e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 222 iterations, i.e. alpha=2.983e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=2.708e-04, previous alpha=3.351e-06, with an active set of 259 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.687e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 246 iterations, i.e. alpha=2.082e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 267 iterations, alpha=1.512e-05, previous alpha=1.512e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.315e-04, previous alpha=5.513e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 92 iterations, i.e. alpha=1.595e-04, with an active set of 78 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=1.008e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 160 iterations, i.e. alpha=7.128e-05, with an active set of 142 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 166 iterations, i.e. alpha=6.600e-05, with an active set of 148 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 171 iterations, i.e. alpha=6.344e-05, with an active set of 153 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 238 iterations, i.e. alpha=2.270e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 7.955e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=6.393e-06, previous alpha=5.081e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 238 iterations, i.e. alpha=2.264e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 7.955e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 239 iterations, i.e. alpha=2.236e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 242 iterations, alpha=2.229e-05, previous alpha=2.217e-05, with an active set of 199 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=6.882e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.310e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.388e-04, previous alpha=4.966e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 344 iterations, alpha=5.200e-06, previous alpha=5.200e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=7.313e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=4.954e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 337 iterations, alpha=4.954e-06, previous alpha=4.905e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=3.186e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=6.174e-05, previous alpha=4.203e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.099e-04, previous alpha=5.700e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 243 iterations, i.e. alpha=2.154e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.125e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 287 iterations, alpha=1.125e-05, previous alpha=1.112e-05, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=9.503e-05, previous alpha=3.852e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 143 iterations, i.e. alpha=8.498e-05, with an active set of 127 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=8.961e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=8.824e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=6.693e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 324 iterations, alpha=6.668e-06, previous alpha=6.589e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 275 iterations, alpha=1.720e-05, previous alpha=1.517e-05, with an active set of 210 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=4.616e-06, previous alpha=4.608e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.076e-04, previous alpha=4.233e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 364 iterations, alpha=5.892e-05, previous alpha=3.528e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 215 iterations, i.e. alpha=3.323e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 216 iterations, i.e. alpha=3.287e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=4.404e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.730e-04, previous alpha=3.776e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.393e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.018e-05, previous alpha=3.913e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=1.027e-05, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.265e-05, previous alpha=4.719e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 299 iterations, alpha=1.019e-05, previous alpha=1.018e-05, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 112 iterations, i.e. alpha=1.162e-04, with an active set of 100 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.502e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=1.046e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.331e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.318e-05, previous alpha=1.306e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 312 iterations, alpha=8.988e-06, previous alpha=8.983e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.588e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=9.993e-06, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=9.433e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.567e-04, previous alpha=4.865e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=7.403e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=7.341e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=7.262e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 9.714e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 323 iterations, alpha=7.209e-06, previous alpha=7.050e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=2.465e-05, previous alpha=4.338e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 214 iterations, i.e. alpha=3.244e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.250e-04, previous alpha=5.296e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=9.155e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.442e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 267 iterations, alpha=1.442e-05, previous alpha=1.426e-05, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=9.931e-05, previous alpha=3.758e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.147e-05, previous alpha=4.570e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 104 iterations, i.e. alpha=1.436e-04, with an active set of 86 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 127 iterations, i.e. alpha=1.119e-04, with an active set of 109 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 162 iterations, alpha=7.473e-05, previous alpha=7.401e-05, with an active set of 143 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.425e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.105e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 317 iterations, alpha=8.701e-06, previous alpha=8.694e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.382e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=5.432e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.720e-04, previous alpha=4.943e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.081e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.198e-04, previous alpha=6.012e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=6.337e-05, previous alpha=4.792e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.220e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=8.303e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=8.272e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 295 iterations, alpha=8.303e-06, previous alpha=8.122e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 200 iterations, i.e. alpha=4.408e-05, with an active set of 172 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=7.254e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 313 iterations, alpha=7.131e-06, previous alpha=7.045e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 233 iterations, i.e. alpha=2.869e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 233 iterations, i.e. alpha=2.847e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.120e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.103e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 298 iterations, alpha=9.434e-06, previous alpha=9.152e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 252 iterations, alpha=2.161e-05, previous alpha=2.155e-05, with an active set of 211 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 122 iterations, i.e. alpha=1.045e-04, with an active set of 112 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.112e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 235 iterations, i.e. alpha=2.626e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=8.648e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.342e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 276 iterations, alpha=1.308e-05, previous alpha=1.287e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 305 iterations, alpha=8.381e-06, previous alpha=8.347e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.258e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=6.269e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.008e-05, previous alpha=6.967e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.122e-05, previous alpha=5.610e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=9.027e-06, with an active set of 224 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=9.002e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.099e-04, previous alpha=5.566e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.332e-05, previous alpha=4.761e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.575e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.557e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.420e-05, previous alpha=4.346e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.556e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.077e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 7.885e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 293 iterations, alpha=1.077e-05, previous alpha=1.065e-05, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=4.616e-05, previous alpha=5.134e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 123 iterations, i.e. alpha=1.036e-04, with an active set of 113 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.689e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 163 iterations, i.e. alpha=7.145e-05, with an active set of 151 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=5.586e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=5.451e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 209 iterations, i.e. alpha=3.465e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 210 iterations, alpha=3.458e-05, previous alpha=3.415e-05, with an active set of 183 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 343 iterations, alpha=5.224e-06, previous alpha=4.992e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=9.157e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.583e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.812e-05, previous alpha=5.728e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=9.796e-06, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=6.391e-05, previous alpha=5.162e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=7.261e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.134e-05, previous alpha=4.728e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 246 iterations, i.e. alpha=2.594e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 222 iterations, i.e. alpha=3.764e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.350e-04, previous alpha=5.724e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=8.670e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 316 iterations, alpha=8.670e-06, previous alpha=8.571e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=8.562e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.702e-04, previous alpha=5.887e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=7.848e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=7.331e-06, previous alpha=7.312e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 91 iterations, i.e. alpha=1.703e-04, with an active set of 83 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 92 iterations, i.e. alpha=1.696e-04, with an active set of 84 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=8.055e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 181 iterations, i.e. alpha=6.146e-05, with an active set of 157 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=2.593e-05, previous alpha=4.588e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 207 iterations, i.e. alpha=4.323e-05, with an active set of 171 regressors, and the smallest cholesky pivot element being 8.816e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 207 iterations, i.e. alpha=4.306e-05, with an active set of 171 regressors, and the smallest cholesky pivot element being 8.816e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 208 iterations, alpha=4.299e-05, previous alpha=4.280e-05, with an active set of 171 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=7.855e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=7.831e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 4.593e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=7.604e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 4.593e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=7.327e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 4.593e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=9.247e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 337 iterations, alpha=7.436e-06, previous alpha=6.986e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.567e-04, previous alpha=5.270e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=9.162e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=9.131e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=9.040e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 7.885e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 319 iterations, alpha=9.059e-06, previous alpha=8.871e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 235 iterations, i.e. alpha=3.080e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 218 iterations, i.e. alpha=3.703e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 256 iterations, i.e. alpha=2.414e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 257 iterations, alpha=2.356e-05, previous alpha=2.352e-05, with an active set of 200 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=1.199e-05, with an active set of 232 regressors, and the smallest cholesky pivot element being 9.186e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.608e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.606e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 287 iterations, alpha=1.495e-05, previous alpha=1.478e-05, with an active set of 218 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=4.352e-04, previous alpha=6.127e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=7.989e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 353 iterations, i.e. alpha=7.058e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 5.576e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=6.940e-06, previous alpha=6.808e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 88 iterations, i.e. alpha=1.759e-04, with an active set of 80 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 93 iterations, i.e. alpha=1.642e-04, with an active set of 83 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 93 iterations, i.e. alpha=1.640e-04, with an active set of 83 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 147 iterations, i.e. alpha=8.210e-05, with an active set of 129 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 200 iterations, alpha=5.204e-05, previous alpha=5.191e-05, with an active set of 165 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.760e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=5.819e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=1.313e-05, previous alpha=4.442e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=6.078e-05, previous alpha=5.711e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.997e-05, previous alpha=5.128e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=1.107e-05, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=6.678e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=6.611e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 7.885e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 341 iterations, alpha=6.634e-06, previous alpha=6.376e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.578e-04, previous alpha=5.662e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=8.680e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=8.298e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 331 iterations, alpha=6.797e-06, previous alpha=6.712e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.629e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=3.596e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.541e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.449e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.406e-05, previous alpha=1.403e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.759e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=9.637e-06, previous alpha=6.342e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=6.860e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 4.470e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 103 iterations, i.e. alpha=1.246e-04, with an active set of 89 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=6.674e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 7.743e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.467e-06, previous alpha=5.467e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 222 iterations, i.e. alpha=3.643e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.681e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=6.407e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=6.402e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=6.382e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 5.268e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.389e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.690e-05, previous alpha=4.390e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 333 iterations, alpha=6.364e-06, previous alpha=6.329e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 288 iterations, alpha=1.387e-05, previous alpha=1.382e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=5.450e-06, previous alpha=3.520e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=3.445e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=2.879e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=9.294e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=1.224e-05, previous alpha=5.333e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=8.722e-06, previous alpha=5.767e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=6.251e-05, previous alpha=5.540e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=4.863e-06, previous alpha=4.751e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 91 iterations, i.e. alpha=1.635e-04, with an active set of 81 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.783e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=8.408e-06, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=8.050e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=8.030e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=3.676e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 321 iterations, alpha=7.225e-06, previous alpha=7.192e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.241e-05, previous alpha=5.809e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.365e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 301 iterations, alpha=1.265e-05, previous alpha=1.261e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=1.145e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.640e-04, previous alpha=6.519e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=8.092e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=5.363e-05, previous alpha=3.674e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=9.212e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=2.232e-04, previous alpha=5.577e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 219 iterations, i.e. alpha=3.988e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.058e-04, previous alpha=6.036e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.169e-04, previous alpha=5.660e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 100 iterations, i.e. alpha=1.323e-04, with an active set of 88 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=4.449e-06, previous alpha=4.449e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 239 iterations, i.e. alpha=3.099e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=2.443e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.325e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 324 iterations, alpha=9.050e-06, previous alpha=9.038e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.701e-04, previous alpha=6.455e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=1.989e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=1.832e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=2.526e-04, previous alpha=9.366e-06, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=6.348e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 6.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=6.231e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 336 iterations, alpha=6.344e-06, previous alpha=6.003e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=8.918e-06, previous alpha=5.139e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=2.145e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.281e-05, previous alpha=6.228e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=7.708e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=7.339e-06, previous alpha=7.255e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=7.083e-06, previous alpha=4.043e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=7.024e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=7.004e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=6.843e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 337 iterations, alpha=6.851e-06, previous alpha=6.790e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 100 iterations, i.e. alpha=1.357e-04, with an active set of 88 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=2.316e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 202 iterations, i.e. alpha=4.379e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 202 iterations, i.e. alpha=4.369e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.367e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=1.306e-05, previous alpha=1.300e-05, with an active set of 217 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=2.190e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.605e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.592e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=1.312e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 4.712e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 305 iterations, alpha=1.281e-05, previous alpha=1.266e-05, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=6.980e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.498e-04, previous alpha=6.027e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.636e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=2.046e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=2.046e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=6.284e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 343 iterations, alpha=6.271e-06, previous alpha=6.236e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 320 iterations, alpha=8.472e-06, previous alpha=8.437e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 256 iterations, i.e. alpha=2.588e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 229 iterations, i.e. alpha=3.203e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.297e-05, previous alpha=6.724e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=2.104e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=8.951e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.835e-04, previous alpha=5.481e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 333 iterations, alpha=8.951e-06, previous alpha=8.849e-06, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.817e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.792e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 280 iterations, alpha=1.728e-05, previous alpha=1.700e-05, with an active set of 209 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 92 iterations, i.e. alpha=1.534e-04, with an active set of 84 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 320 iterations, i.e. alpha=8.448e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 321 iterations, i.e. alpha=8.366e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 321 iterations, i.e. alpha=8.213e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 322 iterations, alpha=8.350e-06, previous alpha=8.173e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 231 iterations, i.e. alpha=3.781e-05, with an active set of 181 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 232 iterations, alpha=3.779e-05, previous alpha=3.718e-05, with an active set of 181 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=3.995e-04, previous alpha=6.214e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=6.675e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.228e-04, previous alpha=6.441e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=6.387e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=2.069e-05, previous alpha=3.864e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=8.570e-04, previous alpha=6.573e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.722e-04, previous alpha=6.982e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=3.366e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.761e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.756e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=2.811e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=2.207e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.997e-05, previous alpha=5.164e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 328 iterations, alpha=1.110e-05, previous alpha=1.109e-05, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 273 iterations, alpha=1.954e-05, previous alpha=1.950e-05, with an active set of 202 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.343e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 104 iterations, i.e. alpha=1.367e-04, with an active set of 90 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 350 iterations, i.e. alpha=6.269e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.851e-04, previous alpha=6.246e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 195 iterations, i.e. alpha=5.221e-05, with an active set of 163 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.539e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.923e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.828e-05, previous alpha=5.291e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=5.661e-06, previous alpha=5.575e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.917e-05, previous alpha=9.595e-06, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.988e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.685e-04, previous alpha=6.359e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=1.121e-05, previous alpha=6.275e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=7.821e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=2.399e-04, previous alpha=4.714e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=7.740e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 334 iterations, alpha=7.714e-06, previous alpha=7.647e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.788e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 102 iterations, i.e. alpha=1.323e-04, with an active set of 90 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.340e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.317e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=3.662e-05, previous alpha=6.471e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 208 iterations, i.e. alpha=4.762e-05, with an active set of 168 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 212 iterations, i.e. alpha=4.742e-05, with an active set of 172 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=4.446e-05, previous alpha=6.446e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 223 iterations, i.e. alpha=4.321e-05, with an active set of 179 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 305 iterations, alpha=1.492e-05, previous alpha=1.484e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.617e-04, previous alpha=5.830e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.480e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=6.635e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 7.525e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=6.581e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 7.525e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.455e-04, previous alpha=5.149e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=3.438e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.946e-04, previous alpha=6.841e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.475e-04, previous alpha=5.861e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=6.294e-04, previous alpha=5.134e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 345 iterations, i.e. alpha=8.424e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 7.525e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=8.424e-06, previous alpha=8.328e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 129 iterations, i.e. alpha=1.014e-04, with an active set of 115 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=3.103e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.368e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=1.192e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 307 iterations, alpha=1.192e-05, previous alpha=1.188e-05, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.947e-04, previous alpha=5.465e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=1.027e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 347 iterations, i.e. alpha=7.199e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 347 iterations, i.e. alpha=7.165e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.249e-05, previous alpha=6.499e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=7.199e-06, previous alpha=6.902e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.969e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=2.233e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=2.145e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 309 iterations, alpha=1.063e-05, previous alpha=1.063e-05, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.977e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.872e-06, previous alpha=5.808e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 223 iterations, i.e. alpha=2.864e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=4.681e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.159e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 340 iterations, alpha=4.521e-06, previous alpha=4.461e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 287 iterations, alpha=1.149e-05, previous alpha=1.126e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.213e-05, previous alpha=3.855e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.641e-04, previous alpha=4.274e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.436e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.390e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.350e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 277 iterations, alpha=1.281e-05, previous alpha=1.258e-05, with an active set of 208 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=6.303e-04, previous alpha=3.454e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.340e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 286 iterations, alpha=1.084e-05, previous alpha=1.078e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.288e-05, previous alpha=5.752e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.240e-05, previous alpha=3.301e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 239 iterations, i.e. alpha=2.357e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=4.281e-05, previous alpha=4.494e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.265e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 278 iterations, alpha=1.234e-05, previous alpha=1.220e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.239e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=9.812e-04, previous alpha=4.627e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 328 iterations, alpha=5.848e-06, previous alpha=5.848e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 93 iterations, i.e. alpha=1.683e-04, with an active set of 87 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 152 iterations, i.e. alpha=8.097e-05, with an active set of 130 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=1.966e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 178 iterations, alpha=5.855e-05, previous alpha=5.806e-05, with an active set of 155 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 256 iterations, i.e. alpha=1.961e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.098e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 9.940e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 296 iterations, alpha=1.091e-05, previous alpha=1.089e-05, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.197e-04, previous alpha=4.440e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.504e-04, previous alpha=4.727e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 347 iterations, i.e. alpha=5.108e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 352 iterations, i.e. alpha=4.818e-06, with an active set of 252 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.886e-05, previous alpha=4.741e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 261 iterations, i.e. alpha=2.021e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.248e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=9.595e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=9.210e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=1.351e-03, previous alpha=4.405e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 303 iterations, alpha=9.580e-06, previous alpha=8.818e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=3.372e-05, previous alpha=4.972e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=2.166e-05, previous alpha=5.771e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 92 iterations, i.e. alpha=1.606e-04, with an active set of 82 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 205 iterations, i.e. alpha=4.627e-05, with an active set of 171 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 214 iterations, i.e. alpha=4.032e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=3.592e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=2.989e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 243 iterations, alpha=2.865e-05, previous alpha=2.840e-05, with an active set of 196 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=8.534e-06, previous alpha=4.866e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.636e-04, previous alpha=6.204e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=2.568e-05, previous alpha=5.811e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.147e-05, previous alpha=4.243e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=2.054e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=5.693e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 343 iterations, alpha=5.545e-06, previous alpha=5.516e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.390e-04, previous alpha=4.531e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.359e-04, previous alpha=6.016e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=6.313e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 336 iterations, alpha=6.294e-06, previous alpha=6.258e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 101 iterations, i.e. alpha=1.551e-04, with an active set of 89 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.013e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 176 iterations, i.e. alpha=6.602e-05, with an active set of 140 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.500e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=4.743e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=4.710e-06, with an active set of 251 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=6.677e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 336 iterations, alpha=4.705e-06, previous alpha=4.560e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 340 iterations, alpha=6.632e-06, previous alpha=6.426e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.081e-04, previous alpha=5.174e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.010e-04, previous alpha=6.204e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.566e-05, previous alpha=5.107e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.575e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.808e-04, previous alpha=4.081e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=9.527e-04, previous alpha=6.244e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.607e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=5.217e-04, previous alpha=5.984e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=8.549e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=8.415e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 94 iterations, i.e. alpha=1.584e-04, with an active set of 88 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=1.743e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=1.657e-04, previous alpha=4.086e-06, with an active set of 261 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.000e-06, previous alpha=6.000e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=3.501e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.000e-05, previous alpha=3.891e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=3.498e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 257 iterations, alpha=2.901e-05, previous alpha=2.901e-05, with an active set of 194 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.471e-05, previous alpha=5.207e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.047e-05, previous alpha=5.482e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=7.734e-04, previous alpha=4.702e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.310e-05, previous alpha=5.707e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=2.632e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.624e-04, previous alpha=5.263e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 288 iterations, alpha=1.501e-05, previous alpha=1.501e-05, with an active set of 217 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 253 iterations, i.e. alpha=2.303e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=7.792e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 7.743e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=7.725e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 7.743e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 122 iterations, i.e. alpha=1.124e-04, with an active set of 108 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 313 iterations, alpha=7.643e-06, previous alpha=7.553e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 149 iterations, i.e. alpha=8.432e-05, with an active set of 131 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 171 iterations, i.e. alpha=6.420e-05, with an active set of 147 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=6.644e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=6.349e-05, previous alpha=6.077e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=5.639e-04, previous alpha=4.907e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 231 iterations, alpha=3.000e-05, previous alpha=2.958e-05, with an active set of 194 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=1.043e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.150e-05, previous alpha=5.759e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 223 iterations, i.e. alpha=2.502e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 278 iterations, alpha=1.026e-05, previous alpha=1.026e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 219 iterations, i.e. alpha=2.714e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.852e-05, previous alpha=4.392e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 243 iterations, i.e. alpha=2.005e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 243 iterations, i.e. alpha=2.000e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 248 iterations, alpha=1.892e-05, previous alpha=1.863e-05, with an active set of 203 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.447e-05, previous alpha=2.972e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 96 iterations, i.e. alpha=1.566e-04, with an active set of 86 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 103 iterations, i.e. alpha=1.358e-04, with an active set of 93 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 211 iterations, i.e. alpha=2.965e-05, with an active set of 179 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 213 iterations, i.e. alpha=2.921e-05, with an active set of 181 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 266 iterations, alpha=1.372e-05, previous alpha=1.371e-05, with an active set of 205 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 184 iterations, i.e. alpha=5.394e-05, with an active set of 158 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 186 iterations, alpha=5.306e-05, previous alpha=5.287e-05, with an active set of 159 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.627e-04, previous alpha=3.508e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=2.127e-04, previous alpha=4.138e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.245e-03, previous alpha=4.724e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=2.745e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.014e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 7.671e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 307 iterations, alpha=8.812e-06, previous alpha=8.698e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.826e-05, previous alpha=3.781e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.332e-04, previous alpha=3.448e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.478e-06, previous alpha=3.972e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 94 iterations, i.e. alpha=1.516e-04, with an active set of 82 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.419e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.667e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 185 iterations, i.e. alpha=4.890e-05, with an active set of 155 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.449e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.447e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.377e-05, previous alpha=3.253e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 292 iterations, alpha=9.785e-06, previous alpha=9.771e-06, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 264 iterations, alpha=1.502e-05, previous alpha=1.502e-05, with an active set of 213 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.857e-04, previous alpha=4.724e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.724e-06, previous alpha=4.861e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=1.973e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 253 iterations, i.e. alpha=1.936e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=1.731e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 260 iterations, alpha=1.689e-05, previous alpha=1.598e-05, with an active set of 211 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=1.365e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.863e-04, previous alpha=5.076e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.033e-04, previous alpha=4.132e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 104 iterations, i.e. alpha=1.410e-04, with an active set of 88 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 338 iterations, alpha=3.855e-06, previous alpha=3.855e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 225 iterations, i.e. alpha=3.510e-05, with an active set of 177 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 229 iterations, alpha=3.350e-05, previous alpha=3.334e-05, with an active set of 180 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.647e-05, previous alpha=3.885e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.102e-05, previous alpha=4.926e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.052e-05, previous alpha=4.475e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.703e-05, previous alpha=3.994e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 212 iterations, i.e. alpha=3.294e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 256 iterations, i.e. alpha=1.512e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 258 iterations, alpha=1.487e-05, previous alpha=1.424e-05, with an active set of 211 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=1.499e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=3.658e-04, previous alpha=4.570e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=2.393e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.024e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=7.592e-06, previous alpha=4.376e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=4.682e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 343 iterations, alpha=4.664e-06, previous alpha=4.586e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.917e-05, previous alpha=3.816e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 101 iterations, i.e. alpha=1.401e-04, with an active set of 89 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 199 iterations, i.e. alpha=4.346e-05, with an active set of 163 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.510e-04, previous alpha=5.939e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 205 iterations, alpha=4.001e-05, previous alpha=3.978e-05, with an active set of 168 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.431e-05, previous alpha=5.056e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.689e-05, previous alpha=3.382e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=9.121e-06, with an active set of 221 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=6.495e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=1.336e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.050e-04, previous alpha=4.649e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 344 iterations, alpha=6.289e-06, previous alpha=6.118e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.615e-05, previous alpha=3.464e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.816e-05, previous alpha=3.907e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 137 iterations, i.e. alpha=8.546e-05, with an active set of 119 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.382e-04, previous alpha=3.385e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=6.962e-06, previous alpha=3.918e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 222 iterations, i.e. alpha=3.044e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 9.186e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 223 iterations, alpha=3.041e-05, previous alpha=3.027e-05, with an active set of 178 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.173e-05, previous alpha=5.279e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=6.932e-04, previous alpha=3.751e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.406e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=3.510e-05, with an active set of 172 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 246 iterations, i.e. alpha=2.395e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.389e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 5.960e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 281 iterations, alpha=1.272e-05, previous alpha=1.271e-05, with an active set of 224 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.248e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=1.170e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 307 iterations, alpha=1.135e-05, previous alpha=1.114e-05, with an active set of 224 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 321 iterations, i.e. alpha=7.295e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=8.028e-05, previous alpha=4.104e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=3.488e-04, previous alpha=4.852e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 218 iterations, i.e. alpha=2.784e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 222 iterations, i.e. alpha=2.724e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=2.670e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 225 iterations, i.e. alpha=2.635e-05, with an active set of 181 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 249 iterations, alpha=1.972e-05, previous alpha=1.947e-05, with an active set of 204 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=8.582e-05, previous alpha=4.738e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=2.717e-05, previous alpha=4.927e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.469e-04, previous alpha=5.151e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=7.680e-06, previous alpha=4.346e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 227 iterations, i.e. alpha=3.193e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 340 iterations, alpha=7.132e-06, previous alpha=6.857e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 243 iterations, i.e. alpha=2.293e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.673e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.158e-04, previous alpha=4.925e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.255e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.252e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.198e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.164e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 315 iterations, alpha=7.214e-06, previous alpha=7.190e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 298 iterations, alpha=9.820e-06, previous alpha=9.693e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 230 iterations, i.e. alpha=2.919e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=9.044e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.217e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=1.217e-05, previous alpha=1.212e-05, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.027e-03, previous alpha=5.821e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=1.960e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.558e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.452e-06, previous alpha=5.535e-06, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.550e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 280 iterations, alpha=1.527e-05, previous alpha=1.507e-05, with an active set of 213 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=3.084e-04, previous alpha=5.142e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.396e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.559e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 289 iterations, alpha=1.387e-05, previous alpha=1.377e-05, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=2.579e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.559e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.802e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 272 iterations, alpha=1.726e-05, previous alpha=1.709e-05, with an active set of 215 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=7.698e-04, previous alpha=5.109e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 93 iterations, i.e. alpha=1.674e-04, with an active set of 87 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.034e-05, previous alpha=5.136e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 157 iterations, i.e. alpha=8.348e-05, with an active set of 127 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=5.691e-05, previous alpha=5.282e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 236 iterations, alpha=3.061e-05, previous alpha=3.060e-05, with an active set of 187 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=2.278e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=1.106e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 302 iterations, alpha=1.097e-05, previous alpha=1.081e-05, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=1.721e-04, previous alpha=4.797e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.370e-03, previous alpha=5.677e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.443e-05, previous alpha=4.580e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.752e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=6.067e-04, previous alpha=5.035e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 253 iterations, i.e. alpha=2.595e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=6.653e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=6.588e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 338 iterations, alpha=5.800e-06, previous alpha=5.716e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 320 iterations, alpha=9.895e-06, previous alpha=9.895e-06, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 102 iterations, i.e. alpha=1.337e-04, with an active set of 92 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.845e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 126 iterations, i.e. alpha=1.118e-04, with an active set of 110 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.331e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 203 iterations, i.e. alpha=4.514e-05, with an active set of 173 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=8.473e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 218 iterations, i.e. alpha=3.780e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 218 iterations, i.e. alpha=3.778e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 315 iterations, alpha=8.453e-06, previous alpha=8.399e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.890e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 277 iterations, alpha=1.811e-05, previous alpha=1.757e-05, with an active set of 214 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.037e-05, previous alpha=6.243e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=7.585e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=7.140e-04, previous alpha=5.333e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=9.158e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=7.137e-04, previous alpha=6.601e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=2.643e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=1.034e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=1.006e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 306 iterations, alpha=1.011e-05, previous alpha=9.549e-06, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=5.172e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=4.625e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=4.612e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=3.779e-06, previous alpha=3.596e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=7.810e-04, previous alpha=4.144e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.250e-04, previous alpha=4.329e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 95 iterations, i.e. alpha=1.529e-04, with an active set of 87 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 97 iterations, i.e. alpha=1.492e-04, with an active set of 89 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 180 iterations, i.e. alpha=6.027e-05, with an active set of 148 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 180 iterations, i.e. alpha=6.015e-05, with an active set of 148 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 193 iterations, alpha=5.294e-05, previous alpha=5.293e-05, with an active set of 158 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.404e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=7.051e-06, previous alpha=3.751e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.334e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.329e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 289 iterations, alpha=1.298e-05, previous alpha=1.281e-05, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.394e-04, previous alpha=6.127e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.171e-04, previous alpha=5.767e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.001e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 228 iterations, i.e. alpha=3.234e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=4.765e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=4.702e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 340 iterations, alpha=4.623e-06, previous alpha=4.462e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=5.724e-04, previous alpha=5.396e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.544e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=2.173e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=2.159e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 281 iterations, alpha=1.610e-05, previous alpha=1.585e-05, with an active set of 216 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=7.009e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 320 iterations, i.e. alpha=6.881e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=6.079e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 328 iterations, alpha=6.075e-06, previous alpha=5.766e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 94 iterations, i.e. alpha=1.601e-04, with an active set of 86 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 227 iterations, i.e. alpha=2.962e-05, with an active set of 181 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 121 iterations, i.e. alpha=1.207e-04, with an active set of 105 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 134 iterations, alpha=1.029e-04, previous alpha=1.028e-04, with an active set of 117 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 243 iterations, i.e. alpha=2.248e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 250 iterations, alpha=2.153e-05, previous alpha=2.120e-05, with an active set of 201 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=9.260e-05, previous alpha=4.083e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.283e-04, previous alpha=6.105e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.844e-04, previous alpha=5.269e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.403e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.393e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.432e-04, previous alpha=4.930e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=2.243e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.857e-05, previous alpha=5.571e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=6.077e-06, previous alpha=5.054e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=9.607e-06, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.119e-05, previous alpha=6.535e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 99 iterations, i.e. alpha=1.376e-04, with an active set of 91 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=7.775e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 4.081e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=5.446e-06, previous alpha=5.270e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 220 iterations, i.e. alpha=3.751e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.313e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.273e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.270e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 297 iterations, alpha=1.248e-05, previous alpha=1.233e-05, with an active set of 216 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=2.321e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 264 iterations, alpha=2.316e-05, previous alpha=2.312e-05, with an active set of 203 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.246e-04, previous alpha=6.532e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.186e-03, previous alpha=5.496e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.414e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.343e-04, previous alpha=5.330e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.351e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=2.579e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.323e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 289 iterations, alpha=1.302e-05, previous alpha=1.301e-05, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 353 iterations, i.e. alpha=3.747e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=3.744e-06, previous alpha=3.606e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.239e-04, previous alpha=5.777e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 94 iterations, i.e. alpha=1.591e-04, with an active set of 90 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 239 iterations, i.e. alpha=2.547e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=2.299e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 223 iterations, i.e. alpha=3.859e-05, with an active set of 177 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=3.847e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=3.870e-05, previous alpha=4.335e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=1.204e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 301 iterations, alpha=1.245e-05, previous alpha=1.162e-05, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.485e-05, previous alpha=6.585e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.579e-04, previous alpha=6.471e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.450e-05, previous alpha=5.335e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 320 iterations, i.e. alpha=6.836e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=6.816e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 323 iterations, alpha=6.816e-06, previous alpha=6.697e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=4.607e-05, previous alpha=4.820e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.367e-04, previous alpha=5.987e-06, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=1.319e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 101 iterations, i.e. alpha=1.342e-04, with an active set of 95 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=2.480e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 140 iterations, i.e. alpha=9.775e-05, with an active set of 122 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.041e-04, previous alpha=5.657e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=2.165e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=2.073e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 272 iterations, alpha=2.096e-05, previous alpha=2.057e-05, with an active set of 207 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.297e-04, previous alpha=5.762e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 262 iterations, alpha=2.658e-05, previous alpha=2.516e-05, with an active set of 207 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 350 iterations, i.e. alpha=5.466e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.667e-04, previous alpha=5.268e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.988e-04, previous alpha=6.009e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.099e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=2.503e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.973e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.922e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=5.230e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=5.224e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.531e-04, previous alpha=5.192e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.899e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.886e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 274 iterations, alpha=1.878e-05, previous alpha=1.820e-05, with an active set of 217 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=5.005e-04, previous alpha=5.438e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=5.048e-04, previous alpha=4.395e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 105 iterations, i.e. alpha=1.315e-04, with an active set of 95 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 150 iterations, i.e. alpha=8.713e-05, with an active set of 128 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.231e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 177 iterations, i.e. alpha=6.607e-05, with an active set of 151 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=1.152e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 304 iterations, alpha=1.119e-05, previous alpha=1.116e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.464e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 256 iterations, alpha=2.542e-05, previous alpha=2.541e-05, with an active set of 201 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.163e-04, previous alpha=5.217e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 366 iterations, alpha=9.041e-05, previous alpha=4.161e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.021e-04, previous alpha=5.988e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 207 iterations, i.e. alpha=3.474e-05, with an active set of 175 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 229 iterations, i.e. alpha=2.342e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 249 iterations, alpha=1.839e-05, previous alpha=1.829e-05, with an active set of 204 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=6.400e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=5.591e-05, previous alpha=4.085e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.060e-04, previous alpha=4.041e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.370e-04, previous alpha=3.525e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 103 iterations, i.e. alpha=1.426e-04, with an active set of 93 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 229 iterations, i.e. alpha=2.225e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.040e-04, previous alpha=4.555e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 167 iterations, i.e. alpha=5.873e-05, with an active set of 143 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 167 iterations, i.e. alpha=5.847e-05, with an active set of 143 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 181 iterations, alpha=5.174e-05, previous alpha=5.142e-05, with an active set of 156 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=4.439e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.428e-05, previous alpha=4.263e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=2.173e-04, previous alpha=4.010e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.864e-05, previous alpha=4.688e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 219 iterations, i.e. alpha=3.049e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.001e-05, previous alpha=3.864e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.295e-05, previous alpha=4.549e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.427e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 8.093e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 287 iterations, alpha=1.237e-05, previous alpha=1.237e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.076e-05, previous alpha=3.482e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 93 iterations, i.e. alpha=1.547e-04, with an active set of 83 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 230 iterations, i.e. alpha=2.144e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 195 iterations, i.e. alpha=4.283e-05, with an active set of 161 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 218 iterations, i.e. alpha=3.320e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 219 iterations, alpha=3.319e-05, previous alpha=3.199e-05, with an active set of 178 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=6.535e-05, previous alpha=3.493e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.667e-05, previous alpha=4.025e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=8.577e-05, previous alpha=3.821e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=6.571e-04, previous alpha=3.879e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.801e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=1.408e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 265 iterations, alpha=1.375e-05, previous alpha=1.365e-05, with an active set of 214 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.171e-06, previous alpha=3.664e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.983e-04, previous alpha=3.571e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 102 iterations, i.e. alpha=1.469e-04, with an active set of 88 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.023e-04, previous alpha=4.797e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.165e-05, previous alpha=3.697e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 198 iterations, i.e. alpha=4.334e-05, with an active set of 164 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 200 iterations, alpha=4.320e-05, previous alpha=4.318e-05, with an active set of 165 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.221e-04, previous alpha=4.702e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.118e-04, previous alpha=4.069e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.666e-05, previous alpha=3.777e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 222 iterations, i.e. alpha=2.807e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 223 iterations, i.e. alpha=2.799e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 228 iterations, i.e. alpha=2.495e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 228 iterations, i.e. alpha=2.490e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 244 iterations, alpha=1.824e-05, previous alpha=1.812e-05, with an active set of 205 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.646e-04, previous alpha=4.192e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 350 iterations, i.e. alpha=4.692e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.994e-04, previous alpha=4.252e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=4.937e-06, previous alpha=4.680e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 243 iterations, i.e. alpha=2.140e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 133 iterations, i.e. alpha=8.885e-05, with an active set of 119 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.420e-05, previous alpha=3.872e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 189 iterations, i.e. alpha=4.556e-05, with an active set of 159 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.856e-04, previous alpha=6.028e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=1.560e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=1.229e-04, previous alpha=5.112e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 267 iterations, alpha=1.421e-05, previous alpha=1.409e-05, with an active set of 210 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=4.940e-04, previous alpha=3.243e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=6.849e-04, previous alpha=5.396e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=1.953e-04, previous alpha=3.889e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.800e-04, previous alpha=5.338e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=2.234e-04, previous alpha=3.043e-06, with an active set of 261 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 123 iterations, i.e. alpha=1.076e-04, with an active set of 111 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 164 iterations, i.e. alpha=5.906e-05, with an active set of 142 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.030e-05, previous alpha=3.115e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 246 iterations, i.e. alpha=1.993e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.981e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.353e-04, previous alpha=5.057e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.095e-04, previous alpha=5.097e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.122e-04, previous alpha=3.804e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.437e-04, previous alpha=3.697e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=2.175e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.572e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=6.709e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 6.322e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 328 iterations, alpha=6.625e-06, previous alpha=6.459e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=1.861e-05, previous alpha=5.464e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.504e-04, previous alpha=4.027e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.043e-04, previous alpha=4.854e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.307e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.109e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 292 iterations, alpha=1.109e-05, previous alpha=1.070e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 261 iterations, i.e. alpha=2.156e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.035e-05, previous alpha=4.786e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=5.582e-05, previous alpha=5.283e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.630e-03, previous alpha=7.471e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.245e-05, previous alpha=4.221e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.531e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 238 iterations, i.e. alpha=2.491e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=5.202e-04, previous alpha=3.823e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=4.350e-05, previous alpha=4.993e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=5.414e-05, previous alpha=3.857e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=7.133e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=3.346e-04, previous alpha=4.739e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 168 iterations, i.e. alpha=6.987e-05, with an active set of 140 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=2.686e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 222 iterations, i.e. alpha=3.469e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 232 iterations, alpha=3.112e-05, previous alpha=3.018e-05, with an active set of 193 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.442e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 287 iterations, alpha=1.422e-05, previous alpha=1.404e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=9.645e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 318 iterations, alpha=8.828e-06, previous alpha=8.820e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=9.045e-05, previous alpha=5.773e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=9.462e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 349 iterations, i.e. alpha=4.720e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.720e-06, previous alpha=4.675e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=2.279e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=1.793e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=1.730e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.671e-04, previous alpha=4.025e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.598e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.339e-05, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.564e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 287 iterations, alpha=1.331e-05, previous alpha=1.313e-05, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 285 iterations, alpha=1.213e-05, previous alpha=1.183e-05, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=5.085e-04, previous alpha=4.843e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 96 iterations, i.e. alpha=1.595e-04, with an active set of 92 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 213 iterations, i.e. alpha=3.546e-05, with an active set of 179 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=7.112e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.424e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 8.816e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.415e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 8.816e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 282 iterations, alpha=1.389e-05, previous alpha=1.353e-05, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.638e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.300e-04, previous alpha=4.410e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.050e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.040e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.165e-03, previous alpha=5.849e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.037e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 337 iterations, alpha=6.174e-06, previous alpha=6.036e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=5.252e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=5.222e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 336 iterations, alpha=5.222e-06, previous alpha=5.172e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.871e-05, previous alpha=4.297e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=9.007e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=8.961e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 302 iterations, alpha=8.943e-06, previous alpha=8.359e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=3.550e-05, previous alpha=5.292e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 229 iterations, i.e. alpha=3.133e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.528e-05, previous alpha=5.172e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 113 iterations, i.e. alpha=1.227e-04, with an active set of 103 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=6.999e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 323 iterations, alpha=6.231e-06, previous alpha=6.079e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 168 iterations, i.e. alpha=6.220e-05, with an active set of 148 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 173 iterations, i.e. alpha=5.792e-05, with an active set of 153 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 175 iterations, alpha=5.742e-05, previous alpha=5.695e-05, with an active set of 154 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.151e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=7.857e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 313 iterations, alpha=7.857e-06, previous alpha=7.715e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.932e-04, previous alpha=5.826e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=7.139e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=8.615e-04, previous alpha=5.362e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.381e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.343e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 293 iterations, alpha=1.160e-05, previous alpha=1.140e-05, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.164e-03, previous alpha=4.914e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=1.614e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.159e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 321 iterations, i.e. alpha=6.480e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=7.932e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.198e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=8.447e-06, previous alpha=4.114e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=9.159e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=2.649e-05, previous alpha=4.076e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 319 iterations, alpha=9.145e-06, previous alpha=8.900e-06, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.142e-03, previous alpha=5.298e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 113 iterations, i.e. alpha=1.271e-04, with an active set of 103 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 210 iterations, i.e. alpha=4.411e-05, with an active set of 170 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 210 iterations, i.e. alpha=4.394e-05, with an active set of 170 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 229 iterations, alpha=3.447e-05, previous alpha=3.352e-05, with an active set of 188 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=8.048e-04, previous alpha=6.386e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.156e-04, previous alpha=3.638e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.331e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 360 iterations, alpha=6.463e-05, previous alpha=3.372e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.126e-03, previous alpha=5.153e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=2.808e-04, previous alpha=5.371e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 97 iterations, i.e. alpha=1.531e-04, with an active set of 89 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.740e-04, previous alpha=4.624e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.479e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.473e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 187 iterations, i.e. alpha=5.987e-05, with an active set of 147 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 277 iterations, alpha=1.443e-05, previous alpha=1.443e-05, with an active set of 224 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 212 iterations, alpha=4.738e-05, previous alpha=4.699e-05, with an active set of 171 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=4.983e-05, previous alpha=4.615e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=2.386e-05, previous alpha=6.340e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.403e-05, previous alpha=3.912e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=3.795e-04, previous alpha=5.117e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 233 iterations, i.e. alpha=2.986e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=2.452e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 254 iterations, alpha=2.365e-05, previous alpha=2.363e-05, with an active set of 199 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.046e-04, previous alpha=5.393e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.956e-03, previous alpha=5.010e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=2.265e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=1.213e-05, previous alpha=4.350e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=7.750e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=7.671e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 8.297e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=2.443e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 332 iterations, alpha=7.494e-06, previous alpha=7.403e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.396e-05, previous alpha=6.669e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=8.112e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=8.009e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 323 iterations, alpha=7.515e-06, previous alpha=7.386e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=1.037e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.483e-05, previous alpha=8.616e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=9.631e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=1.694e-03, previous alpha=5.349e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=2.109e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.520e-04, previous alpha=5.218e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=8.033e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.658e-04, previous alpha=4.875e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 314 iterations, alpha=7.792e-06, previous alpha=7.568e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 102 iterations, i.e. alpha=1.507e-04, with an active set of 94 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 119 iterations, i.e. alpha=1.253e-04, with an active set of 105 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 119 iterations, i.e. alpha=1.247e-04, with an active set of 105 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.798e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.797e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 122 iterations, alpha=1.224e-04, previous alpha=1.217e-04, with an active set of 107 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 274 iterations, alpha=1.790e-05, previous alpha=1.761e-05, with an active set of 211 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=9.718e-06, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=2.221e-05, previous alpha=6.658e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=7.281e-05, previous alpha=5.775e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.967e-05, previous alpha=5.775e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.256e-03, previous alpha=4.598e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 221 iterations, i.e. alpha=3.532e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=3.346e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.651e-05, previous alpha=5.150e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.946e-03, previous alpha=5.383e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 331 iterations, alpha=7.396e-06, previous alpha=7.305e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 115 iterations, i.e. alpha=1.234e-04, with an active set of 103 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 195 iterations, i.e. alpha=4.946e-05, with an active set of 163 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 209 iterations, i.e. alpha=4.262e-05, with an active set of 175 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 238 iterations, alpha=5.120e-05, previous alpha=2.719e-05, with an active set of 197 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.422e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=9.547e-05, previous alpha=5.647e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=5.374e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 9.714e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 338 iterations, alpha=5.326e-06, previous alpha=5.268e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=9.533e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.022e-04, previous alpha=4.519e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=1.237e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.064e-04, previous alpha=6.372e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 230 iterations, i.e. alpha=3.244e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=8.442e-05, previous alpha=4.715e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.687e-04, previous alpha=5.555e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=1.106e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=1.101e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 321 iterations, alpha=9.480e-06, previous alpha=8.892e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.631e-04, previous alpha=5.419e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=2.524e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 115 iterations, i.e. alpha=1.253e-04, with an active set of 105 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.686e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 164 iterations, i.e. alpha=6.896e-05, with an active set of 144 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 165 iterations, alpha=6.872e-05, previous alpha=6.865e-05, with an active set of 144 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=6.765e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 6.580e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=6.535e-06, previous alpha=6.275e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=1.108e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.191e-05, previous alpha=4.936e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.154e-04, previous alpha=5.496e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=1.173e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.367e-06, previous alpha=6.465e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 223 iterations, i.e. alpha=2.631e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=2.602e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 230 iterations, alpha=2.434e-05, previous alpha=2.425e-05, with an active set of 195 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=8.430e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=7.337e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=3.981e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=3.674e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=3.636e-06, with an active set of 251 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=3.500e-06, previous alpha=3.462e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=4.411e-04, previous alpha=3.604e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=7.620e-05, previous alpha=2.968e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 88 iterations, i.e. alpha=1.645e-04, with an active set of 80 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.936e-05, previous alpha=4.260e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 127 iterations, i.e. alpha=9.967e-05, with an active set of 115 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 215 iterations, i.e. alpha=2.165e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 129 iterations, alpha=9.820e-05, previous alpha=9.656e-05, with an active set of 116 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.085e-04, previous alpha=3.138e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.787e-05, previous alpha=4.867e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.091e-05, previous alpha=4.526e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 219 iterations, i.e. alpha=2.766e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.816e-04, previous alpha=3.659e-06, with an active set of 260 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=3.194e-04, previous alpha=4.399e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=5.208e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 6.409e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 326 iterations, alpha=4.746e-06, previous alpha=4.705e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 321 iterations, i.e. alpha=4.348e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 94 iterations, i.e. alpha=1.548e-04, with an active set of 86 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.862e-04, previous alpha=2.920e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 110 iterations, i.e. alpha=1.313e-04, with an active set of 96 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 110 iterations, i.e. alpha=1.311e-04, with an active set of 96 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 161 iterations, i.e. alpha=6.544e-05, with an active set of 141 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 162 iterations, i.e. alpha=6.514e-05, with an active set of 142 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 164 iterations, alpha=6.510e-05, previous alpha=6.431e-05, with an active set of 143 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.213e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.073e-05, previous alpha=3.766e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=8.685e-05, previous alpha=4.553e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=8.802e-05, previous alpha=3.940e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=9.610e-06, previous alpha=4.385e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 198 iterations, i.e. alpha=3.628e-05, with an active set of 172 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 213 iterations, i.e. alpha=2.767e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 217 iterations, alpha=2.421e-05, previous alpha=2.410e-05, with an active set of 188 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 227 iterations, i.e. alpha=3.014e-05, with an active set of 181 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 231 iterations, i.e. alpha=2.576e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.167e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=8.769e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 314 iterations, alpha=7.844e-06, previous alpha=7.835e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.009e-06, previous alpha=2.997e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.711e-04, previous alpha=4.373e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.419e-04, previous alpha=3.993e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 95 iterations, i.e. alpha=1.483e-04, with an active set of 87 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 175 iterations, i.e. alpha=5.483e-05, with an active set of 149 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 176 iterations, alpha=5.447e-05, previous alpha=5.382e-05, with an active set of 149 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=7.848e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=7.059e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.363e-04, previous alpha=4.346e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=4.457e-04, previous alpha=3.891e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.545e-04, previous alpha=4.762e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=2.012e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.070e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=5.274e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.938e-04, previous alpha=4.519e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.166e-05, previous alpha=3.834e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=6.134e-04, previous alpha=3.648e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.434e-04, previous alpha=4.309e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 110 iterations, i.e. alpha=1.090e-04, with an active set of 104 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.451e-04, previous alpha=3.904e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=8.767e-04, previous alpha=3.770e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.156e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=4.906e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.397e-06, previous alpha=4.266e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=3.998e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=7.976e-05, previous alpha=3.742e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=8.076e-04, previous alpha=4.226e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=2.388e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=1.796e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 268 iterations, alpha=1.547e-05, previous alpha=1.540e-05, with an active set of 213 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.019e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=7.784e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 301 iterations, alpha=7.667e-06, previous alpha=7.521e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.222e-04, previous alpha=5.246e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=6.315e-04, previous alpha=3.666e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 99 iterations, i.e. alpha=1.433e-04, with an active set of 85 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.094e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.027e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.011e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.656e-05, previous alpha=2.949e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.643e-06, previous alpha=9.586e-06, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=2.492e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=2.488e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.083e-04, previous alpha=3.903e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 278 iterations, alpha=1.537e-05, previous alpha=1.494e-05, with an active set of 215 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.048e-04, previous alpha=4.159e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 256 iterations, i.e. alpha=1.631e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 211 iterations, i.e. alpha=3.620e-05, with an active set of 179 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=6.058e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 362 iterations, alpha=3.031e-04, previous alpha=3.650e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 328 iterations, alpha=5.963e-06, previous alpha=5.539e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=8.402e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 6.144e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=8.380e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 6.144e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=8.190e-06, previous alpha=8.134e-06, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 362 iterations, alpha=2.637e-06, previous alpha=2.471e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 99 iterations, i.e. alpha=1.419e-04, with an active set of 85 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 233 iterations, i.e. alpha=2.502e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 235 iterations, i.e. alpha=2.399e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=1.468e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.644e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=1.444e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 6.664e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 266 iterations, alpha=1.468e-05, previous alpha=1.409e-05, with an active set of 215 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 340 iterations, i.e. alpha=4.595e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=2.804e-04, previous alpha=2.837e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.499e-05, previous alpha=4.274e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.548e-05, previous alpha=4.163e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.220e-04, previous alpha=3.707e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.384e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.204e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 283 iterations, alpha=1.202e-05, previous alpha=1.174e-05, with an active set of 216 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.093e-04, previous alpha=3.666e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.662e-05, previous alpha=4.068e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=7.633e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 116 iterations, i.e. alpha=1.128e-04, with an active set of 104 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.530e-05, previous alpha=2.791e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=3.319e-04, previous alpha=4.304e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 162 iterations, i.e. alpha=6.031e-05, with an active set of 140 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.135e-04, previous alpha=3.737e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=4.701e-04, previous alpha=3.612e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.157e-05, previous alpha=3.999e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.716e-05, previous alpha=4.329e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.868e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=1.863e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.271e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=8.419e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 304 iterations, alpha=7.655e-06, previous alpha=7.518e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.348e-04, previous alpha=4.973e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.739e-05, previous alpha=5.098e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.903e-05, previous alpha=3.594e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 114 iterations, i.e. alpha=1.364e-04, with an active set of 94 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 204 iterations, i.e. alpha=4.482e-05, with an active set of 164 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.352e-05, previous alpha=5.102e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.192e-04, previous alpha=4.146e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.898e-04, previous alpha=3.932e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=1.013e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=9.967e-06, with an active set of 218 regressors, and the smallest cholesky pivot element being 6.053e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=9.546e-06, with an active set of 219 regressors, and the smallest cholesky pivot element being 6.053e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=8.964e-06, with an active set of 219 regressors, and the smallest cholesky pivot element being 5.576e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 300 iterations, alpha=9.979e-06, previous alpha=8.924e-06, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.766e-04, previous alpha=5.003e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.420e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.603e-05, previous alpha=4.924e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.055e-04, previous alpha=5.131e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=5.370e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 6.989e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.376e-05, previous alpha=4.153e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=4.652e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 338 iterations, alpha=4.601e-06, previous alpha=4.565e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 131 iterations, i.e. alpha=9.716e-05, with an active set of 115 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=9.385e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 155 iterations, i.e. alpha=6.910e-05, with an active set of 135 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 160 iterations, alpha=6.710e-05, previous alpha=6.701e-05, with an active set of 139 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=4.062e-06, with an active set of 252 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.758e-05, previous alpha=3.885e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.258e-04, previous alpha=4.707e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=3.421e-04, previous alpha=5.120e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.341e-06, previous alpha=4.071e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.217e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.280e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=9.919e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=9.709e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 298 iterations, alpha=9.893e-06, previous alpha=9.597e-06, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.008e-04, previous alpha=3.972e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=9.430e-05, previous alpha=5.123e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.704e-03, previous alpha=4.368e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 125 iterations, i.e. alpha=1.018e-04, with an active set of 113 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 159 iterations, i.e. alpha=6.576e-05, with an active set of 135 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.112e-05, previous alpha=3.418e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.032e-05, previous alpha=4.535e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.172e-04, previous alpha=4.576e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.492e-05, previous alpha=4.908e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.769e-06, previous alpha=4.016e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 232 iterations, i.e. alpha=3.175e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=2.480e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 248 iterations, alpha=2.474e-05, previous alpha=2.403e-05, with an active set of 193 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=1.809e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=8.940e-06, with an active set of 224 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=8.340e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 312 iterations, alpha=8.050e-06, previous alpha=8.034e-06, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=8.363e-04, previous alpha=5.350e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=2.292e-05, previous alpha=5.376e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 225 iterations, i.e. alpha=2.718e-05, with an active set of 181 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.104e-04, previous alpha=5.295e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 181 iterations, i.e. alpha=6.451e-05, with an active set of 147 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.447e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 269 iterations, alpha=1.438e-05, previous alpha=1.436e-05, with an active set of 210 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=6.341e-05, previous alpha=7.058e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=5.196e-04, previous alpha=4.082e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 360 iterations, alpha=3.180e-05, previous alpha=6.098e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 208 iterations, i.e. alpha=3.621e-05, with an active set of 172 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 253 iterations, i.e. alpha=2.342e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 209 iterations, i.e. alpha=3.601e-05, with an active set of 173 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 211 iterations, alpha=3.593e-05, previous alpha=3.531e-05, with an active set of 174 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.413e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 279 iterations, alpha=1.393e-05, previous alpha=1.375e-05, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 216 iterations, i.e. alpha=3.158e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.350e-04, previous alpha=5.635e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=2.369e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=1.011e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 238 iterations, alpha=2.285e-05, previous alpha=2.258e-05, with an active set of 195 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=6.995e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 335 iterations, alpha=6.125e-06, previous alpha=5.995e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=2.113e-05, previous alpha=4.106e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.026e-05, previous alpha=5.129e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=6.774e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.356e-05, previous alpha=5.112e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=6.522e-04, previous alpha=5.605e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.709e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=2.569e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=6.348e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=6.694e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 324 iterations, alpha=6.389e-06, previous alpha=6.288e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=2.218e-04, previous alpha=4.496e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.590e-03, previous alpha=4.488e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.982e-04, previous alpha=5.389e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 105 iterations, i.e. alpha=1.290e-04, with an active set of 95 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.649e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.791e-05, previous alpha=4.118e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.397e-04, previous alpha=5.692e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=5.342e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.749e-04, previous alpha=5.680e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.407e-04, previous alpha=4.750e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=7.624e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=5.555e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=5.460e-06, previous alpha=5.408e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.686e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.284e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=7.860e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=7.725e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 315 iterations, alpha=7.809e-06, previous alpha=7.664e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.720e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=7.763e-04, previous alpha=4.720e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.600e-04, previous alpha=6.052e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 97 iterations, i.e. alpha=1.563e-04, with an active set of 91 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 348 iterations, i.e. alpha=3.610e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 353 iterations, i.e. alpha=3.458e-06, with an active set of 251 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=3.507e-06, previous alpha=3.437e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=1.030e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=2.531e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=9.920e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=3.393e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=1.862e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 4.593e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 286 iterations, alpha=1.616e-05, previous alpha=1.615e-05, with an active set of 215 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.733e-04, previous alpha=5.567e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=1.003e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 306 iterations, alpha=9.985e-06, previous alpha=9.871e-06, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.406e-04, previous alpha=6.151e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.110e-04, previous alpha=4.467e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=3.146e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.226e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.220e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 261 iterations, i.e. alpha=1.861e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 265 iterations, alpha=1.830e-05, previous alpha=1.810e-05, with an active set of 214 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.672e-05, previous alpha=5.169e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=6.815e-04, previous alpha=5.378e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.456e-04, previous alpha=4.830e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 110 iterations, i.e. alpha=1.297e-04, with an active set of 100 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 232 iterations, i.e. alpha=3.231e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 227 iterations, i.e. alpha=3.398e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=2.757e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 228 iterations, alpha=3.395e-05, previous alpha=3.374e-05, with an active set of 187 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.713e-06, previous alpha=6.686e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=8.618e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=9.458e-05, previous alpha=5.509e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=6.638e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.458e-04, previous alpha=4.805e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=8.493e-04, previous alpha=6.568e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=1.783e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.719e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.715e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 283 iterations, alpha=1.455e-05, previous alpha=1.427e-05, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.622e-04, previous alpha=4.532e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=2.918e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=4.348e-04, previous alpha=5.420e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 320 iterations, alpha=1.031e-05, previous alpha=1.031e-05, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=1.960e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=9.673e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 312 iterations, alpha=9.636e-06, previous alpha=9.472e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=4.550e-04, previous alpha=5.839e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.581e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.563e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.467e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 281 iterations, alpha=1.496e-05, previous alpha=1.421e-05, with an active set of 218 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.860e-04, previous alpha=4.995e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 325 iterations, i.e. alpha=1.067e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.197e-04, previous alpha=7.671e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=2.591e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=2.138e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=4.609e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.660e-04, previous alpha=5.735e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.067e-04, previous alpha=4.309e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.707e-04, previous alpha=6.090e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 103 iterations, i.e. alpha=1.445e-04, with an active set of 93 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.514e-05, previous alpha=5.169e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=2.188e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 212 iterations, i.e. alpha=4.650e-05, with an active set of 166 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.247e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 289 iterations, alpha=1.223e-05, previous alpha=1.218e-05, with an active set of 224 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.578e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 284 iterations, alpha=1.508e-05, previous alpha=1.437e-05, with an active set of 217 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.141e-05, previous alpha=4.138e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=7.133e-04, previous alpha=7.088e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.417e-04, previous alpha=5.001e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=9.940e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 317 iterations, alpha=9.543e-06, previous alpha=9.267e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=2.413e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=7.849e-04, previous alpha=5.566e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=1.009e-04, previous alpha=5.797e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=8.643e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 6.989e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.894e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 109 iterations, i.e. alpha=1.335e-04, with an active set of 93 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.448e-04, previous alpha=7.189e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 169 iterations, i.e. alpha=6.940e-05, with an active set of 139 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.360e-05, previous alpha=6.272e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=2.698e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=1.147e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 316 iterations, alpha=1.147e-05, previous alpha=1.096e-05, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.868e-05, previous alpha=7.107e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=1.233e-04, previous alpha=5.755e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.278e-03, previous alpha=5.498e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.766e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=3.288e-05, previous alpha=5.291e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.734e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 292 iterations, alpha=1.640e-05, previous alpha=1.631e-05, with an active set of 213 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.230e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.202e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 295 iterations, alpha=1.190e-05, previous alpha=1.182e-05, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=7.008e-04, previous alpha=4.530e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 112 iterations, i.e. alpha=1.304e-04, with an active set of 98 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 212 iterations, i.e. alpha=4.664e-05, with an active set of 170 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=7.271e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=8.112e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 340 iterations, i.e. alpha=7.053e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 4.829e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 341 iterations, alpha=6.996e-06, previous alpha=6.986e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=1.321e-05, previous alpha=4.441e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.000e-04, previous alpha=5.954e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.718e-04, previous alpha=6.724e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.310e-04, previous alpha=6.189e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=2.899e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.463e-04, previous alpha=5.560e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=5.622e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=1.422e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.862e-05, previous alpha=5.797e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 349 iterations, i.e. alpha=5.047e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.822e-04, previous alpha=4.964e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.476e-04, previous alpha=6.825e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=2.612e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 153 iterations, i.e. alpha=8.600e-05, with an active set of 129 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=2.389e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 274 iterations, alpha=2.106e-05, previous alpha=2.049e-05, with an active set of 209 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 348 iterations, i.e. alpha=5.450e-06, with an active set of 252 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.102e-04, previous alpha=6.633e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=6.870e-04, previous alpha=5.357e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.125e-04, previous alpha=5.885e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=6.699e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=6.616e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 344 iterations, alpha=6.616e-06, previous alpha=6.552e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 231 iterations, i.e. alpha=2.614e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.823e-05, previous alpha=5.253e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=9.143e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 339 iterations, alpha=6.299e-06, previous alpha=6.299e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=5.781e-06, previous alpha=5.781e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=5.351e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 334 iterations, alpha=5.351e-06, previous alpha=5.342e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 163 iterations, i.e. alpha=7.116e-05, with an active set of 141 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 164 iterations, i.e. alpha=7.115e-05, with an active set of 142 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=6.878e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=8.016e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=6.068e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 199 iterations, alpha=4.970e-05, previous alpha=4.960e-05, with an active set of 162 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.049e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=7.428e-05, previous alpha=4.734e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=7.387e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 307 iterations, alpha=6.967e-06, previous alpha=6.875e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=2.302e-05, previous alpha=4.555e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=9.148e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=3.272e-05, previous alpha=4.377e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.927e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 227 iterations, i.e. alpha=2.839e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 228 iterations, alpha=2.817e-05, previous alpha=2.784e-05, with an active set of 193 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=2.184e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.547e-04, previous alpha=5.226e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=1.138e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=4.297e-06, previous alpha=4.175e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=2.569e-04, previous alpha=4.775e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=7.602e-05, previous alpha=5.027e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 100 iterations, i.e. alpha=1.505e-04, with an active set of 86 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 122 iterations, i.e. alpha=1.086e-04, with an active set of 106 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 141 iterations, alpha=9.266e-05, previous alpha=9.261e-05, with an active set of 124 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.431e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.099e-04, previous alpha=5.108e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=7.453e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=7.668e-06, previous alpha=5.123e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=4.448e-05, previous alpha=3.945e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=6.813e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 219 iterations, i.e. alpha=3.274e-05, with an active set of 179 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.806e-05, previous alpha=4.828e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 221 iterations, i.e. alpha=3.222e-05, with an active set of 181 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 224 iterations, alpha=3.127e-05, previous alpha=3.106e-05, with an active set of 183 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.940e-04, previous alpha=4.886e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.749e-04, previous alpha=5.021e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=1.830e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 103 iterations, i.e. alpha=1.404e-04, with an active set of 89 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.143e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.115e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 213 iterations, i.e. alpha=3.661e-05, with an active set of 179 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 316 iterations, alpha=8.177e-06, previous alpha=7.059e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=6.365e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.521e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 214 iterations, alpha=3.625e-05, previous alpha=3.619e-05, with an active set of 179 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 351 iterations, i.e. alpha=5.034e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=4.795e-05, previous alpha=4.639e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.140e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 289 iterations, alpha=1.119e-05, previous alpha=1.103e-05, with an active set of 218 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.316e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=7.430e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=5.144e-06, previous alpha=5.130e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.401e-05, previous alpha=5.374e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 233 iterations, i.e. alpha=2.568e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.484e-05, previous alpha=6.100e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=2.563e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=7.382e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 7.451e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 332 iterations, alpha=7.382e-06, previous alpha=7.228e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.468e-04, previous alpha=4.881e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.283e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=8.193e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=7.923e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 321 iterations, alpha=8.034e-06, previous alpha=7.750e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 103 iterations, i.e. alpha=1.399e-04, with an active set of 91 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 349 iterations, i.e. alpha=5.315e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 350 iterations, i.e. alpha=5.223e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=5.161e-06, previous alpha=5.119e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 238 iterations, i.e. alpha=2.859e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=2.420e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=2.416e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.210e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=5.959e-06, previous alpha=5.055e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 320 iterations, alpha=8.871e-06, previous alpha=8.674e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=7.948e-06, previous alpha=4.762e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=8.255e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=9.119e-05, previous alpha=5.425e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 210 iterations, i.e. alpha=4.072e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.741e-04, previous alpha=4.029e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.002e-04, previous alpha=5.425e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.151e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 296 iterations, alpha=1.151e-05, previous alpha=1.144e-05, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=2.084e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 128 iterations, i.e. alpha=1.058e-04, with an active set of 114 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 172 iterations, i.e. alpha=6.663e-05, with an active set of 148 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 172 iterations, i.e. alpha=6.657e-05, with an active set of 148 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=6.266e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 333 iterations, alpha=6.184e-06, previous alpha=6.162e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 223 iterations, i.e. alpha=3.331e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=2.743e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=2.699e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=7.420e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=5.049e-05, previous alpha=5.457e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.235e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.371e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.793e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 302 iterations, alpha=1.249e-05, previous alpha=1.249e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.427e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.407e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 7.743e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 293 iterations, alpha=1.421e-05, previous alpha=1.394e-05, with an active set of 216 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.584e-05, previous alpha=5.327e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=2.941e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.540e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 356 iterations, i.e. alpha=5.198e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 361 iterations, alpha=1.576e-04, previous alpha=4.706e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=6.402e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.469e-05, previous alpha=4.745e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=6.392e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.832e-04, previous alpha=4.316e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=6.369e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 340 iterations, alpha=6.392e-06, previous alpha=6.257e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 90 iterations, i.e. alpha=1.678e-04, with an active set of 82 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 214 iterations, i.e. alpha=3.739e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=1.055e-05, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 216 iterations, alpha=3.590e-05, previous alpha=3.568e-05, with an active set of 179 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=8.357e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=8.328e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 323 iterations, alpha=8.357e-06, previous alpha=8.071e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=9.256e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=7.744e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 325 iterations, i.e. alpha=7.711e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=9.196e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 328 iterations, alpha=7.484e-06, previous alpha=7.468e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=8.601e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=8.301e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 318 iterations, alpha=8.601e-06, previous alpha=8.296e-06, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.835e-05, previous alpha=5.440e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=3.166e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=5.847e-04, previous alpha=4.922e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=6.132e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 345 iterations, i.e. alpha=6.073e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 345 iterations, i.e. alpha=6.045e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=6.073e-06, previous alpha=5.738e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 299 iterations, alpha=1.573e-05, previous alpha=1.573e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=2.705e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=8.624e-06, with an active set of 224 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 103 iterations, i.e. alpha=1.464e-04, with an active set of 93 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=2.335e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 143 iterations, i.e. alpha=8.044e-05, with an active set of 127 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.631e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.207e-05, previous alpha=4.903e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 280 iterations, alpha=1.566e-05, previous alpha=1.558e-05, with an active set of 215 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=3.556e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 250 iterations, alpha=2.209e-05, previous alpha=2.201e-05, with an active set of 199 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.629e-05, previous alpha=6.264e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=2.108e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.428e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=1.081e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=1.072e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 323 iterations, i.e. alpha=8.928e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 323 iterations, i.e. alpha=8.758e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 4.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 318 iterations, alpha=8.455e-06, previous alpha=8.454e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 324 iterations, alpha=8.836e-06, previous alpha=8.461e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=2.812e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.473e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=1.426e-05, previous alpha=1.423e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 228 iterations, i.e. alpha=3.413e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=2.173e-04, previous alpha=4.927e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.303e-04, previous alpha=5.244e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.566e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 285 iterations, alpha=1.545e-05, previous alpha=1.525e-05, with an active set of 210 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 98 iterations, i.e. alpha=1.525e-04, with an active set of 92 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 153 iterations, i.e. alpha=7.337e-05, with an active set of 135 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 166 iterations, i.e. alpha=6.561e-05, with an active set of 146 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=8.722e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 318 iterations, alpha=6.253e-06, previous alpha=6.112e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 284 iterations, alpha=1.643e-05, previous alpha=1.523e-05, with an active set of 211 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=1.365e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=1.275e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=1.253e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=9.490e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 310 iterations, alpha=1.257e-05, previous alpha=1.251e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.173e-05, previous alpha=5.248e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.445e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=5.361e-06, previous alpha=4.483e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=6.170e-06, previous alpha=5.398e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=8.088e-06, previous alpha=5.337e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=2.418e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=2.066e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=2.104e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 277 iterations, alpha=1.842e-05, previous alpha=1.833e-05, with an active set of 218 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 105 iterations, i.e. alpha=1.306e-04, with an active set of 95 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.383e-04, previous alpha=5.332e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 209 iterations, i.e. alpha=3.926e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 210 iterations, alpha=3.916e-05, previous alpha=3.915e-05, with an active set of 183 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=3.167e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=6.863e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=1.152e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.055e-05, previous alpha=5.912e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 316 iterations, alpha=1.197e-05, previous alpha=1.088e-05, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.524e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.510e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.496e-05, previous alpha=1.495e-05, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 254 iterations, i.e. alpha=2.377e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=4.928e-06, previous alpha=4.243e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=2.021e-05, previous alpha=5.195e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.430e-04, previous alpha=5.080e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 246 iterations, i.e. alpha=2.914e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=2.252e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 271 iterations, alpha=2.195e-05, previous alpha=2.192e-05, with an active set of 206 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=3.198e-05, previous alpha=4.819e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=2.119e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 105 iterations, i.e. alpha=1.361e-04, with an active set of 91 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 323 iterations, i.e. alpha=7.431e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 324 iterations, alpha=7.395e-06, previous alpha=7.377e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=9.859e-06, previous alpha=6.719e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=7.082e-05, previous alpha=5.441e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.677e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.715e-05, previous alpha=6.073e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=1.299e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.819e-05, previous alpha=6.200e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=2.874e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 261 iterations, i.e. alpha=2.395e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 367 iterations, alpha=1.526e-04, previous alpha=5.406e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=1.250e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=1.951e-05, previous alpha=5.575e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=1.249e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=9.389e-06, previous alpha=6.514e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=8.647e-05, previous alpha=5.317e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=6.758e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.763e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=6.564e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 106 iterations, i.e. alpha=1.332e-04, with an active set of 94 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.761e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 280 iterations, alpha=1.537e-05, previous alpha=1.529e-05, with an active set of 217 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=8.134e-05, previous alpha=5.113e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 216 iterations, i.e. alpha=4.018e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 227 iterations, alpha=3.443e-05, previous alpha=3.385e-05, with an active set of 186 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=2.032e-04, previous alpha=5.229e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=9.580e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.995e-05, previous alpha=5.417e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=4.043e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=6.418e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=6.379e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=5.874e-06, previous alpha=5.332e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=3.723e-05, previous alpha=5.103e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=4.304e-05, previous alpha=5.255e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 109 iterations, i.e. alpha=1.353e-04, with an active set of 93 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 150 iterations, i.e. alpha=7.971e-05, with an active set of 134 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=5.261e-05, previous alpha=4.923e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 218 iterations, alpha=3.828e-05, previous alpha=3.823e-05, with an active set of 179 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=1.237e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=1.398e-05, previous alpha=5.078e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 340 iterations, i.e. alpha=7.940e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=7.935e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=7.895e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.546e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.925e-04, previous alpha=6.718e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.817e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=9.183e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=9.090e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 8.025e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=9.142e-06, previous alpha=5.457e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=1.881e-05, previous alpha=5.158e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 228 iterations, i.e. alpha=3.282e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=1.011e-05, previous alpha=4.765e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.061e-05, previous alpha=5.522e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.976e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=6.122e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=6.067e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=2.411e-05, previous alpha=6.173e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.786e-04, previous alpha=4.908e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 100 iterations, i.e. alpha=1.586e-04, with an active set of 92 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 150 iterations, i.e. alpha=8.157e-05, with an active set of 132 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 153 iterations, alpha=8.084e-05, previous alpha=8.051e-05, with an active set of 134 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=2.250e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.851e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.270e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.265e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=6.921e-06, previous alpha=6.900e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=6.352e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=6.136e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 338 iterations, alpha=6.121e-06, previous alpha=5.942e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.735e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=6.286e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=9.392e-06, previous alpha=5.641e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.470e-05, previous alpha=4.970e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 207 iterations, i.e. alpha=4.668e-05, with an active set of 165 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 232 iterations, i.e. alpha=3.495e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 235 iterations, alpha=3.459e-05, previous alpha=3.437e-05, with an active set of 188 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.361e-05, previous alpha=5.287e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=1.109e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=9.027e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=1.391e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=6.095e-04, previous alpha=5.919e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=1.359e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 304 iterations, alpha=1.354e-05, previous alpha=1.337e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 225 iterations, i.e. alpha=3.849e-05, with an active set of 181 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 113 iterations, i.e. alpha=1.222e-04, with an active set of 99 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.874e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=1.232e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 142 iterations, i.e. alpha=9.164e-05, with an active set of 128 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=1.224e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 304 iterations, alpha=1.231e-05, previous alpha=1.216e-05, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.853e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 166 iterations, i.e. alpha=6.761e-05, with an active set of 148 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.405e-05, previous alpha=7.391e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=2.403e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 227 iterations, i.e. alpha=3.596e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.798e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=8.405e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=8.350e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=8.319e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 7.743e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.795e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 317 iterations, alpha=8.331e-06, previous alpha=8.027e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 293 iterations, alpha=1.631e-05, previous alpha=1.608e-05, with an active set of 216 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=2.050e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=2.047e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 283 iterations, alpha=2.041e-05, previous alpha=1.985e-05, with an active set of 214 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 218 iterations, i.e. alpha=3.978e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=1.175e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=6.988e-04, previous alpha=5.616e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=5.518e-05, previous alpha=6.134e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=6.637e-06, previous alpha=5.764e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=2.311e-05, previous alpha=6.379e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 111 iterations, i.e. alpha=1.209e-04, with an active set of 101 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 254 iterations, i.e. alpha=2.698e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=1.225e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 319 iterations, alpha=1.170e-05, previous alpha=1.167e-05, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 207 iterations, i.e. alpha=4.463e-05, with an active set of 173 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 207 iterations, i.e. alpha=4.409e-05, with an active set of 173 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 213 iterations, alpha=4.135e-05, previous alpha=4.110e-05, with an active set of 178 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=9.516e-05, previous alpha=7.579e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.616e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=8.862e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 318 iterations, alpha=8.862e-06, previous alpha=8.736e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.952e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.721e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=2.156e-05, previous alpha=5.759e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 206 iterations, i.e. alpha=3.918e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=2.154e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 261 iterations, alpha=2.093e-05, previous alpha=2.061e-05, with an active set of 210 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=7.527e-05, previous alpha=3.656e-06, with an active set of 262 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=2.293e-05, previous alpha=3.362e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=9.985e-05, previous alpha=4.090e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 100 iterations, i.e. alpha=1.406e-04, with an active set of 86 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 210 iterations, alpha=5.085e-05, previous alpha=5.012e-05, with an active set of 167 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=1.014e-05, previous alpha=4.339e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 347 iterations, i.e. alpha=5.683e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.932e-06, previous alpha=5.602e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=7.538e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=6.983e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 314 iterations, alpha=6.885e-06, previous alpha=6.706e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=4.609e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.402e-05, previous alpha=3.672e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 325 iterations, i.e. alpha=6.037e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.217e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=9.285e-05, previous alpha=4.587e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.357e-04, previous alpha=4.284e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 360 iterations, alpha=1.746e-05, previous alpha=4.082e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=1.480e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.501e-04, previous alpha=4.136e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=9.927e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 93 iterations, i.e. alpha=1.504e-04, with an active set of 83 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=9.924e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 289 iterations, alpha=9.705e-06, previous alpha=9.672e-06, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 180 iterations, i.e. alpha=5.765e-05, with an active set of 158 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 229 iterations, i.e. alpha=2.718e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 9.246e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.392e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 9.125e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 273 iterations, alpha=1.377e-05, previous alpha=1.308e-05, with an active set of 214 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.366e-06, previous alpha=4.836e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 261 iterations, i.e. alpha=1.632e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.207e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.198e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=7.586e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 324 iterations, alpha=7.285e-06, previous alpha=7.265e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.130e-04, previous alpha=4.502e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 216 iterations, i.e. alpha=3.868e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=3.596e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=1.718e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 261 iterations, i.e. alpha=1.718e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 263 iterations, alpha=1.684e-05, previous alpha=1.674e-05, with an active set of 216 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 305 iterations, alpha=9.821e-06, previous alpha=9.818e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 243 iterations, i.e. alpha=2.264e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=7.436e-04, previous alpha=4.320e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.186e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 286 iterations, alpha=1.155e-05, previous alpha=1.150e-05, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 95 iterations, i.e. alpha=1.511e-04, with an active set of 85 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 253 iterations, i.e. alpha=1.834e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.211e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=8.819e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=7.493e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 314 iterations, alpha=7.437e-06, previous alpha=7.429e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 232 iterations, i.e. alpha=2.802e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=2.411e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=6.455e-06, previous alpha=4.044e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=8.313e-06, with an active set of 223 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.205e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 331 iterations, alpha=6.367e-06, previous alpha=6.301e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 349 iterations, i.e. alpha=4.371e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=5.670e-04, previous alpha=4.295e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.611e-05, previous alpha=5.848e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.085e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 287 iterations, alpha=1.027e-05, previous alpha=1.026e-05, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=7.145e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=1.053e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.046e-04, previous alpha=4.773e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=6.602e-05, previous alpha=3.959e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=1.754e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=5.674e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 5.268e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 360 iterations, alpha=3.070e-06, previous alpha=3.046e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 114 iterations, i.e. alpha=1.099e-04, with an active set of 102 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 181 iterations, i.e. alpha=5.221e-05, with an active set of 159 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=4.819e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 189 iterations, i.e. alpha=4.887e-05, with an active set of 165 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 208 iterations, i.e. alpha=3.548e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 357 iterations, i.e. alpha=3.739e-06, with an active set of 257 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=1.556e-05, previous alpha=3.679e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=8.162e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.693e-05, previous alpha=5.529e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 314 iterations, alpha=6.479e-06, previous alpha=6.440e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=9.094e-05, previous alpha=4.311e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=1.135e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=9.603e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 315 iterations, alpha=8.773e-06, previous alpha=8.768e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 223 iterations, i.e. alpha=2.902e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=2.025e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.403e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 281 iterations, alpha=1.397e-05, previous alpha=1.394e-05, with an active set of 218 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.312e-05, previous alpha=4.343e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.507e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 281 iterations, alpha=1.507e-05, previous alpha=1.507e-05, with an active set of 224 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 101 iterations, i.e. alpha=1.467e-04, with an active set of 87 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=3.533e-04, previous alpha=3.581e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 102 iterations, i.e. alpha=1.452e-04, with an active set of 88 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 208 iterations, i.e. alpha=4.213e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=1.073e-05, previous alpha=4.251e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 209 iterations, alpha=4.192e-05, previous alpha=4.190e-05, with an active set of 176 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=5.697e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=5.121e-06, previous alpha=4.971e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.082e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=4.496e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.612e-05, previous alpha=4.442e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=8.114e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=8.073e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 315 iterations, alpha=7.838e-06, previous alpha=7.727e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 219 iterations, i.e. alpha=3.267e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.614e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=4.367e-05, previous alpha=4.578e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.956e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=2.734e-05, previous alpha=5.842e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.546e-04, previous alpha=3.743e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=1.673e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 270 iterations, alpha=1.314e-05, previous alpha=1.312e-05, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 102 iterations, i.e. alpha=1.491e-04, with an active set of 90 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 181 iterations, i.e. alpha=6.371e-05, with an active set of 149 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=1.905e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.902e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 227 iterations, i.e. alpha=3.341e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 254 iterations, alpha=1.836e-05, previous alpha=1.832e-05, with an active set of 207 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 227 iterations, i.e. alpha=3.329e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=2.714e-05, previous alpha=4.656e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.575e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 295 iterations, alpha=1.253e-05, previous alpha=1.253e-05, with an active set of 216 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.478e-04, previous alpha=4.329e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=1.777e-05, previous alpha=4.207e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 218 iterations, i.e. alpha=3.278e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 235 iterations, i.e. alpha=2.563e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.333e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.050e-05, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.337e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 296 iterations, alpha=1.023e-05, previous alpha=1.006e-05, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 278 iterations, alpha=1.337e-05, previous alpha=1.337e-05, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.674e-05, previous alpha=4.541e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 121 iterations, i.e. alpha=1.115e-04, with an active set of 105 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.707e-04, previous alpha=4.147e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 163 iterations, i.e. alpha=7.096e-05, with an active set of 143 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.346e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=1.055e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=8.205e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 263 iterations, alpha=2.200e-05, previous alpha=2.199e-05, with an active set of 200 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 315 iterations, alpha=7.907e-06, previous alpha=7.907e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.353e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 319 iterations, alpha=6.320e-06, previous alpha=6.301e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.483e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=8.053e-06, with an active set of 224 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=5.269e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=5.216e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 7.743e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.571e-05, previous alpha=4.827e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=6.253e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 334 iterations, alpha=5.800e-06, previous alpha=5.741e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=1.721e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.040e-05, previous alpha=5.656e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.284e-05, previous alpha=5.077e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.238e-04, previous alpha=4.310e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 371 iterations, alpha=6.273e-05, previous alpha=3.441e-06, with an active set of 260 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 99 iterations, i.e. alpha=1.446e-04, with an active set of 87 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 105 iterations, i.e. alpha=1.378e-04, with an active set of 93 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.086e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 187 iterations, alpha=5.432e-05, previous alpha=5.428e-05, with an active set of 164 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.108e-04, previous alpha=5.077e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 360 iterations, alpha=7.323e-05, previous alpha=4.021e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.314e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=9.112e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 301 iterations, alpha=9.110e-06, previous alpha=8.923e-06, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=1.026e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=8.553e-05, previous alpha=5.017e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=7.030e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.334e-05, previous alpha=5.039e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 197 iterations, i.e. alpha=4.356e-05, with an active set of 173 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.101e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.600e-05, previous alpha=4.496e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 261 iterations, i.e. alpha=1.686e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 7.451e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 262 iterations, alpha=1.686e-05, previous alpha=1.685e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.131e-05, previous alpha=4.495e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 123 iterations, i.e. alpha=1.050e-04, with an active set of 109 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 189 iterations, i.e. alpha=4.805e-05, with an active set of 165 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 231 iterations, i.e. alpha=2.809e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 210 iterations, i.e. alpha=3.910e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 232 iterations, i.e. alpha=2.802e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 232 iterations, i.e. alpha=2.788e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 246 iterations, i.e. alpha=2.143e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.401e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.218e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 8.941e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.191e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 8.941e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 274 iterations, alpha=1.380e-05, previous alpha=1.375e-05, with an active set of 217 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=1.879e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.844e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.341e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.842e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.305e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 4.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.280e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 4.081e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 283 iterations, alpha=1.175e-05, previous alpha=1.149e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.169e-04, previous alpha=5.129e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 327 iterations, alpha=7.830e-06, previous alpha=7.804e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.307e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.801e-04, previous alpha=5.343e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.319e-05, previous alpha=4.802e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.791e-04, previous alpha=4.785e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.149e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.128e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 285 iterations, alpha=1.128e-05, previous alpha=1.127e-05, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=3.407e-04, previous alpha=3.397e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 123 iterations, i.e. alpha=1.053e-04, with an active set of 111 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.560e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.962e-04, previous alpha=6.024e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 189 iterations, i.e. alpha=5.106e-05, with an active set of 163 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 189 iterations, i.e. alpha=5.102e-05, with an active set of 163 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=1.474e-05, previous alpha=4.493e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.456e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.553e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.042e-05, previous alpha=5.234e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=7.338e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=1.358e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 4.593e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=1.329e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 4.593e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=1.298e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 4.593e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 301 iterations, alpha=1.322e-05, previous alpha=1.296e-05, with an active set of 218 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=8.904e-06, previous alpha=5.574e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=2.692e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=2.573e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=9.802e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 340 iterations, alpha=8.220e-06, previous alpha=8.157e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=2.304e-04, previous alpha=5.406e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=4.357e-05, previous alpha=4.627e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=4.931e-04, previous alpha=5.347e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 91 iterations, i.e. alpha=1.634e-04, with an active set of 83 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.660e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.283e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 156 iterations, i.e. alpha=7.089e-05, with an active set of 132 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=1.062e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 302 iterations, alpha=1.058e-05, previous alpha=1.047e-05, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=1.337e-05, previous alpha=1.333e-05, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 360 iterations, alpha=5.526e-05, previous alpha=3.417e-06, with an active set of 261 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=6.982e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=9.417e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.641e-04, previous alpha=4.508e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=5.622e-05, previous alpha=4.019e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=2.057e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.825e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.785e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 281 iterations, alpha=1.783e-05, previous alpha=1.761e-05, with an active set of 212 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=2.557e-05, previous alpha=5.300e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=3.743e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.503e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=1.182e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 306 iterations, alpha=1.177e-05, previous alpha=1.145e-05, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=3.565e-04, previous alpha=4.250e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=2.618e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 93 iterations, i.e. alpha=1.724e-04, with an active set of 83 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.472e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.325e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.303e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.276e-05, previous alpha=1.263e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 225 iterations, i.e. alpha=3.816e-05, with an active set of 179 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=7.578e-05, previous alpha=4.886e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 225 iterations, i.e. alpha=3.813e-05, with an active set of 179 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.908e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 289 iterations, alpha=1.792e-05, previous alpha=1.753e-05, with an active set of 216 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.030e-04, previous alpha=5.547e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=6.543e-06, previous alpha=4.907e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=2.216e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=1.010e-05, with an active set of 232 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 235 iterations, i.e. alpha=3.537e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 246 iterations, i.e. alpha=3.056e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.044e-05, previous alpha=6.322e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 249 iterations, alpha=2.964e-05, previous alpha=2.933e-05, with an active set of 200 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.553e-04, previous alpha=5.211e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=6.136e-04, previous alpha=5.485e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.793e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 99 iterations, i.e. alpha=1.373e-04, with an active set of 87 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 152 iterations, i.e. alpha=7.617e-05, with an active set of 130 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=4.947e-06, previous alpha=4.841e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=2.790e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 248 iterations, alpha=2.750e-05, previous alpha=2.741e-05, with an active set of 191 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.230e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 348 iterations, i.e. alpha=4.597e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=2.077e-04, previous alpha=4.266e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=6.370e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 338 iterations, alpha=5.865e-06, previous alpha=5.818e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.669e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=1.747e-05, previous alpha=4.568e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=2.034e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=1.083e-05, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=2.600e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 317 iterations, alpha=1.080e-05, previous alpha=1.049e-05, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 223 iterations, i.e. alpha=3.249e-05, with an active set of 175 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.363e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 295 iterations, alpha=1.317e-05, previous alpha=1.274e-05, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.308e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=3.240e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.861e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 278 iterations, alpha=1.629e-05, previous alpha=1.626e-05, with an active set of 215 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=5.548e-05, previous alpha=5.756e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 95 iterations, i.e. alpha=1.615e-04, with an active set of 87 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.617e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 136 iterations, i.e. alpha=8.557e-05, with an active set of 120 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.325e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.314e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 150 iterations, alpha=7.695e-05, previous alpha=7.629e-05, with an active set of 133 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 300 iterations, alpha=1.126e-05, previous alpha=1.100e-05, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=1.498e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=1.463e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=8.255e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.411e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.806e-04, previous alpha=6.173e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.168e-05, previous alpha=7.705e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 351 iterations, i.e. alpha=5.366e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=2.098e-05, previous alpha=5.282e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=6.294e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 336 iterations, alpha=6.056e-06, previous alpha=5.982e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 221 iterations, i.e. alpha=3.812e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.728e-04, previous alpha=6.483e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.401e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 296 iterations, alpha=1.228e-05, previous alpha=1.221e-05, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.937e-05, previous alpha=5.809e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 105 iterations, i.e. alpha=1.307e-04, with an active set of 91 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.466e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.460e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 300 iterations, alpha=1.081e-05, previous alpha=1.073e-05, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.686e-04, previous alpha=5.854e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.804e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 4.470e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 275 iterations, alpha=1.706e-05, previous alpha=1.678e-05, with an active set of 210 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=8.347e-05, previous alpha=5.119e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=2.207e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=1.120e-05, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=1.033e-05, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 315 iterations, alpha=1.025e-05, previous alpha=1.015e-05, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=2.279e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 235 iterations, i.e. alpha=3.278e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.946e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 280 iterations, alpha=1.569e-05, previous alpha=1.565e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.981e-04, previous alpha=6.361e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=1.085e-05, with an active set of 231 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 342 iterations, alpha=5.342e-06, previous alpha=5.342e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=6.378e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.248e-04, previous alpha=5.199e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 102 iterations, i.e. alpha=1.360e-04, with an active set of 90 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 201 iterations, i.e. alpha=4.589e-05, with an active set of 171 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 201 iterations, i.e. alpha=4.588e-05, with an active set of 171 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=2.197e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 215 iterations, alpha=3.856e-05, previous alpha=3.845e-05, with an active set of 184 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=2.076e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.653e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 283 iterations, alpha=1.536e-05, previous alpha=1.533e-05, with an active set of 216 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.964e-04, previous alpha=6.321e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.479e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.774e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.498e-04, previous alpha=5.139e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=8.831e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=6.598e-06, previous alpha=5.516e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=2.084e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=2.016e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 222 iterations, i.e. alpha=3.519e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=2.939e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 258 iterations, alpha=2.010e-05, previous alpha=1.993e-05, with an active set of 199 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.754e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=2.666e-05, previous alpha=4.457e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.745e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=9.526e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 7.146e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 315 iterations, alpha=8.975e-06, previous alpha=8.650e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.740e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 110 iterations, i.e. alpha=1.178e-04, with an active set of 94 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 116 iterations, i.e. alpha=1.144e-04, with an active set of 100 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 139 iterations, alpha=9.203e-05, previous alpha=9.149e-05, with an active set of 122 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=8.725e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 329 iterations, alpha=8.310e-06, previous alpha=8.296e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.611e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=1.115e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=9.900e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=9.405e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 314 iterations, alpha=8.988e-06, previous alpha=8.800e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.281e-04, previous alpha=6.854e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=8.432e-05, previous alpha=5.291e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=2.624e-05, previous alpha=5.018e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=9.116e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=6.877e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=6.691e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=6.391e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.266e-05, previous alpha=5.974e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 342 iterations, alpha=6.151e-06, previous alpha=6.060e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.619e-04, previous alpha=5.992e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.009e-04, previous alpha=5.763e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.428e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 158 iterations, i.e. alpha=7.780e-05, with an active set of 136 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=7.024e-06, previous alpha=4.576e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.289e-04, previous alpha=6.801e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.410e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.502e-04, previous alpha=8.874e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=1.294e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.392e-05, previous alpha=5.656e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=4.639e-05, previous alpha=5.576e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 235 iterations, i.e. alpha=3.140e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.029e-05, previous alpha=6.496e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=2.015e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=7.280e-04, previous alpha=5.715e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.075e-04, previous alpha=4.753e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=6.196e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=6.163e-06, previous alpha=6.090e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 110 iterations, i.e. alpha=1.248e-04, with an active set of 94 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 111 iterations, i.e. alpha=1.245e-04, with an active set of 95 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.577e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 230 iterations, i.e. alpha=3.893e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 242 iterations, alpha=3.710e-05, previous alpha=3.626e-05, with an active set of 187 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=1.408e-05, previous alpha=5.163e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.553e-05, previous alpha=6.549e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=1.028e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.217e-04, previous alpha=4.833e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=1.214e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 360 iterations, alpha=2.209e-05, previous alpha=4.490e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.811e-04, previous alpha=6.836e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=2.901e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.140e-05, previous alpha=5.755e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=3.004e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 331 iterations, alpha=9.707e-06, previous alpha=9.707e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=5.171e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.464e-04, previous alpha=4.963e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 355 iterations, i.e. alpha=3.996e-06, with an active set of 255 regressors, and the smallest cholesky pivot element being 4.712e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 361 iterations, alpha=1.498e-05, previous alpha=3.762e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 113 iterations, i.e. alpha=1.257e-04, with an active set of 95 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.268e-04, previous alpha=7.085e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 222 iterations, i.e. alpha=3.967e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.641e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.920e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.523e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=1.001e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 297 iterations, alpha=1.443e-05, previous alpha=1.393e-05, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.719e-05, previous alpha=6.075e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.689e-04, previous alpha=5.813e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 221 iterations, i.e. alpha=2.916e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.651e-05, previous alpha=4.268e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 230 iterations, i.e. alpha=2.845e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=8.589e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 6.322e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 311 iterations, alpha=8.535e-06, previous alpha=8.522e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=9.796e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=9.686e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 4.593e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 349 iterations, i.e. alpha=4.700e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 5.373e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=5.783e-05, previous alpha=4.680e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 304 iterations, alpha=9.213e-06, previous alpha=8.803e-06, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=6.672e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 106 iterations, i.e. alpha=1.374e-04, with an active set of 92 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=4.381e-06, previous alpha=4.292e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 202 iterations, alpha=5.363e-05, previous alpha=5.244e-05, with an active set of 161 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.554e-05, previous alpha=4.941e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=1.016e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=7.568e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.856e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 319 iterations, alpha=7.421e-06, previous alpha=6.762e-06, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=1.079e-05, previous alpha=3.707e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 216 iterations, i.e. alpha=3.210e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 239 iterations, i.e. alpha=2.204e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=4.620e-06, with an active set of 253 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=3.509e-04, previous alpha=3.686e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=4.620e-06, previous alpha=4.572e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 244 iterations, alpha=2.142e-05, previous alpha=2.116e-05, with an active set of 203 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=9.669e-06, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=8.991e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 287 iterations, alpha=8.991e-06, previous alpha=8.792e-06, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 232 iterations, i.e. alpha=2.237e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 155 iterations, i.e. alpha=7.364e-05, with an active set of 135 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 157 iterations, i.e. alpha=7.359e-05, with an active set of 137 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.097e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 162 iterations, alpha=7.075e-05, previous alpha=7.049e-05, with an active set of 141 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 277 iterations, alpha=1.097e-05, previous alpha=1.079e-05, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.203e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.201e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 299 iterations, alpha=9.237e-06, previous alpha=9.211e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 254 iterations, i.e. alpha=1.869e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.402e-05, previous alpha=8.526e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 354 iterations, i.e. alpha=4.673e-06, with an active set of 252 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=3.429e-05, previous alpha=4.634e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 217 iterations, i.e. alpha=3.153e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 232 iterations, i.e. alpha=2.872e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 235 iterations, i.e. alpha=2.779e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 257 iterations, alpha=2.117e-05, previous alpha=2.115e-05, with an active set of 202 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.058e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=1.042e-05, previous alpha=1.037e-05, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.782e-04, previous alpha=4.214e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 97 iterations, i.e. alpha=1.436e-04, with an active set of 87 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=9.425e-04, previous alpha=4.549e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 167 iterations, i.e. alpha=6.558e-05, with an active set of 147 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 169 iterations, alpha=6.455e-05, previous alpha=6.436e-05, with an active set of 148 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=9.376e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=9.169e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.312e-05, previous alpha=3.947e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 305 iterations, alpha=9.169e-06, previous alpha=8.946e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=9.431e-06, with an active set of 221 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=7.921e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 307 iterations, alpha=7.743e-06, previous alpha=7.622e-06, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=9.673e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=3.471e-05, previous alpha=4.848e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=5.838e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 199 iterations, i.e. alpha=4.612e-05, with an active set of 169 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.880e-05, previous alpha=3.931e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.546e-04, previous alpha=4.337e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=6.080e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.472e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=5.556e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 286 iterations, alpha=1.460e-05, previous alpha=1.457e-05, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.068e-04, previous alpha=5.341e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.631e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.119e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.117e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=1.474e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 114 iterations, i.e. alpha=1.077e-04, with an active set of 102 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 175 iterations, i.e. alpha=5.724e-05, with an active set of 153 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 184 iterations, i.e. alpha=5.027e-05, with an active set of 160 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.781e-05, previous alpha=5.168e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 228 iterations, i.e. alpha=2.385e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=1.762e-05, previous alpha=4.934e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=7.144e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=7.119e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=7.072e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 313 iterations, alpha=7.119e-06, previous alpha=6.991e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 340 iterations, alpha=5.605e-06, previous alpha=5.546e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.335e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=6.219e-05, previous alpha=4.395e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=2.650e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 325 iterations, i.e. alpha=5.970e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.141e-04, previous alpha=4.398e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=6.515e-05, previous alpha=4.251e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 364 iterations, alpha=1.809e-04, previous alpha=3.830e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=2.514e-04, previous alpha=4.563e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.391e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.348e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 108 iterations, i.e. alpha=1.378e-04, with an active set of 94 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.158e-05, previous alpha=1.155e-05, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 236 iterations, alpha=4.836e-05, previous alpha=4.794e-05, with an active set of 169 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.012e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=8.711e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=5.418e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.195e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 342 iterations, alpha=5.418e-06, previous alpha=5.225e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=8.467e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.791e-06, previous alpha=4.675e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 313 iterations, alpha=7.183e-06, previous alpha=7.018e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=2.414e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=6.146e-06, previous alpha=4.519e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 221 iterations, i.e. alpha=3.067e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 233 iterations, i.e. alpha=2.591e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=9.565e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=9.437e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.505e-04, previous alpha=4.453e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 309 iterations, alpha=8.821e-06, previous alpha=8.458e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=2.124e-05, previous alpha=4.026e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 159 iterations, i.e. alpha=7.854e-05, with an active set of 139 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=1.282e-05, previous alpha=4.041e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 220 iterations, i.e. alpha=3.591e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.507e-06, previous alpha=5.055e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=2.013e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 257 iterations, alpha=2.007e-05, previous alpha=1.990e-05, with an active set of 200 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 320 iterations, i.e. alpha=7.556e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=4.836e-04, previous alpha=4.688e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 345 iterations, i.e. alpha=4.489e-06, with an active set of 253 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.351e-06, previous alpha=4.337e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=6.448e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.233e-04, previous alpha=4.778e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 208 iterations, i.e. alpha=3.808e-05, with an active set of 172 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=8.136e-05, previous alpha=5.860e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=6.337e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=6.333e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 5.475e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 341 iterations, alpha=6.284e-06, previous alpha=6.137e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.381e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=1.381e-05, previous alpha=1.380e-05, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=1.820e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=1.803e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 119 iterations, i.e. alpha=1.130e-04, with an active set of 105 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=9.140e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=9.059e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 162 iterations, i.e. alpha=7.178e-05, with an active set of 142 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 162 iterations, i.e. alpha=7.140e-05, with an active set of 142 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 322 iterations, alpha=8.381e-06, previous alpha=8.331e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.068e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 215 iterations, i.e. alpha=3.589e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 215 iterations, i.e. alpha=3.556e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 228 iterations, alpha=2.877e-05, previous alpha=2.861e-05, with an active set of 193 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=4.770e-05, previous alpha=4.137e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.657e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=6.051e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 6.322e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=6.012e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=5.989e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 8.025e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 344 iterations, alpha=6.017e-06, previous alpha=5.845e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.115e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 292 iterations, alpha=1.115e-05, previous alpha=1.104e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=1.131e-04, previous alpha=5.206e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=7.668e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 219 iterations, i.e. alpha=3.257e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=5.402e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.990e-06, previous alpha=4.460e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.171e-04, previous alpha=5.349e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=7.229e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=7.148e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 6.409e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 320 iterations, alpha=7.222e-06, previous alpha=7.092e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.904e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=1.625e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 102 iterations, i.e. alpha=1.426e-04, with an active set of 88 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 210 iterations, i.e. alpha=4.270e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=2.135e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.080e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=7.886e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 7.598e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 269 iterations, alpha=2.119e-05, previous alpha=2.072e-05, with an active set of 206 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=7.877e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 7.598e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 318 iterations, alpha=7.736e-06, previous alpha=7.646e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=5.522e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 4.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=5.447e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 4.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 340 iterations, alpha=5.522e-06, previous alpha=5.326e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.552e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.535e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=6.202e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 8.297e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.405e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.377e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.373e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 276 iterations, alpha=1.375e-05, previous alpha=1.362e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=2.265e-04, previous alpha=4.582e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=1.576e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.039e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=1.559e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 179 iterations, i.e. alpha=5.132e-05, with an active set of 155 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.109e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.301e-05, previous alpha=4.728e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 285 iterations, alpha=1.092e-05, previous alpha=1.059e-05, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=7.349e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.412e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 283 iterations, alpha=1.412e-05, previous alpha=1.411e-05, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.548e-04, previous alpha=3.649e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 212 iterations, i.e. alpha=3.609e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 219 iterations, i.e. alpha=3.246e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 128 iterations, i.e. alpha=1.044e-04, with an active set of 114 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 170 iterations, i.e. alpha=6.765e-05, with an active set of 152 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=9.949e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 7.885e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 305 iterations, alpha=9.871e-06, previous alpha=9.731e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=2.202e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=2.194e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.262e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 257 iterations, alpha=2.128e-05, previous alpha=2.128e-05, with an active set of 198 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.926e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=9.607e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 307 iterations, alpha=9.607e-06, previous alpha=9.550e-06, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.187e-05, previous alpha=5.075e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.495e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 280 iterations, alpha=1.495e-05, previous alpha=1.481e-05, with an active set of 215 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 206 iterations, i.e. alpha=4.107e-05, with an active set of 174 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.507e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.490e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 6.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 289 iterations, alpha=1.407e-05, previous alpha=1.386e-05, with an active set of 224 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=6.964e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=5.038e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.949e-04, previous alpha=4.351e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=7.133e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.754e-04, previous alpha=5.419e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.091e-04, previous alpha=4.115e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 254 iterations, i.e. alpha=2.010e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 129 iterations, i.e. alpha=1.037e-04, with an active set of 117 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=1.098e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 301 iterations, alpha=1.071e-05, previous alpha=1.070e-05, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 180 iterations, i.e. alpha=6.153e-05, with an active set of 152 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 186 iterations, i.e. alpha=5.670e-05, with an active set of 158 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=2.612e-05, previous alpha=5.268e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=1.932e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 9.541e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.756e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 9.828e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.740e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 9.828e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.752e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 270 iterations, alpha=1.709e-05, previous alpha=1.686e-05, with an active set of 205 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.751e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 275 iterations, alpha=1.709e-05, previous alpha=1.687e-05, with an active set of 212 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.255e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 323 iterations, i.e. alpha=6.714e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=8.478e-06, previous alpha=4.356e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 360 iterations, alpha=1.610e-04, previous alpha=6.143e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.663e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=3.638e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=8.357e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=8.330e-06, previous alpha=7.875e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.703e-04, previous alpha=5.806e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=2.558e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 238 iterations, i.e. alpha=2.500e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 93 iterations, i.e. alpha=1.546e-04, with an active set of 85 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 241 iterations, alpha=2.481e-05, previous alpha=2.442e-05, with an active set of 194 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=1.338e-05, previous alpha=5.160e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=1.223e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=1.208e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 310 iterations, alpha=1.068e-05, previous alpha=1.038e-05, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 350 iterations, i.e. alpha=4.675e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 9.996e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=5.306e-05, previous alpha=4.550e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.325e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.525e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=8.605e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=4.482e-06, previous alpha=4.482e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=8.487e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=8.425e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=4.244e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.833e-06, previous alpha=3.706e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 219 iterations, i.e. alpha=3.481e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 246 iterations, i.e. alpha=2.290e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=2.237e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 251 iterations, alpha=2.127e-05, previous alpha=2.122e-05, with an active set of 202 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.331e-04, previous alpha=5.572e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 243 iterations, i.e. alpha=2.841e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.310e-05, previous alpha=6.140e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.489e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.487e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.472e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 5.771e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 120 iterations, i.e. alpha=1.138e-04, with an active set of 104 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.323e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=7.446e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=7.360e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 5.576e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 323 iterations, i.e. alpha=9.300e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=6.414e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 5.162e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=2.377e-05, previous alpha=5.989e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=5.731e-05, previous alpha=4.723e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 339 iterations, alpha=6.045e-06, previous alpha=6.028e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.700e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.219e-05, previous alpha=5.646e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=8.024e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=1.393e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.495e-04, previous alpha=4.417e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=2.014e-05, previous alpha=4.740e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 320 iterations, i.e. alpha=8.919e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=6.307e-05, previous alpha=5.952e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 351 iterations, i.e. alpha=5.068e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 214 iterations, i.e. alpha=4.293e-05, with an active set of 174 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=2.856e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 251 iterations, alpha=2.687e-05, previous alpha=2.679e-05, with an active set of 202 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 360 iterations, alpha=8.823e-05, previous alpha=4.574e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=1.488e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 106 iterations, i.e. alpha=1.303e-04, with an active set of 88 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=7.536e-06, previous alpha=7.536e-06, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 186 iterations, i.e. alpha=5.344e-05, with an active set of 158 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 201 iterations, i.e. alpha=4.734e-05, with an active set of 165 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=1.751e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 4.470e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 223 iterations, i.e. alpha=3.303e-05, with an active set of 175 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=2.726e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.552e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=2.557e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=8.393e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.513e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 5.867e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=1.221e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=1.213e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=1.212e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.712e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.731e-05, previous alpha=4.522e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=4.653e-06, previous alpha=4.630e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 309 iterations, alpha=1.215e-05, previous alpha=1.212e-05, with an active set of 224 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.885e-05, previous alpha=5.008e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=2.551e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=2.092e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 264 iterations, alpha=1.936e-05, previous alpha=1.926e-05, with an active set of 211 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 220 iterations, i.e. alpha=3.536e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=9.019e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 323 iterations, i.e. alpha=8.948e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=2.046e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=6.825e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 345 iterations, i.e. alpha=6.816e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 268 iterations, alpha=1.864e-05, previous alpha=1.764e-05, with an active set of 217 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.082e-04, previous alpha=6.461e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=2.855e-05, previous alpha=4.856e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=5.015e-05, previous alpha=4.934e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 93 iterations, i.e. alpha=1.662e-04, with an active set of 85 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=8.542e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=4.087e-05, previous alpha=4.095e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.023e-05, previous alpha=5.749e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.547e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.541e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=9.147e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 325 iterations, alpha=8.986e-06, previous alpha=8.888e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=6.155e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 8.229e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=2.484e-05, previous alpha=5.476e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=2.528e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.991e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=1.262e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=1.164e-05, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 309 iterations, alpha=1.130e-05, previous alpha=1.120e-05, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 194 iterations, i.e. alpha=4.958e-05, with an active set of 160 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=6.770e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=1.463e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=6.553e-04, previous alpha=5.447e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=1.452e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.253e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=1.096e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=9.754e-06, previous alpha=9.701e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 358 iterations, i.e. alpha=5.470e-06, with an active set of 252 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 204 iterations, i.e. alpha=4.654e-05, with an active set of 160 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 365 iterations, alpha=8.238e-05, previous alpha=4.893e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.909e-04, previous alpha=5.362e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.249e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=3.101e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 299 iterations, alpha=1.141e-05, previous alpha=1.134e-05, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 106 iterations, i.e. alpha=1.308e-04, with an active set of 94 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.200e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 299 iterations, alpha=1.164e-05, previous alpha=1.158e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=2.614e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 243 iterations, i.e. alpha=2.492e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 245 iterations, alpha=2.415e-05, previous alpha=2.407e-05, with an active set of 202 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=3.154e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.370e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.351e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 9.246e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.883e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.490e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 297 iterations, alpha=1.282e-05, previous alpha=1.281e-05, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=6.852e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 335 iterations, alpha=6.525e-06, previous alpha=6.477e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=8.445e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 221 iterations, i.e. alpha=4.093e-05, with an active set of 175 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=1.384e-04, previous alpha=5.108e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 349 iterations, i.e. alpha=6.051e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.699e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 7.300e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.679e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 6.580e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 363 iterations, alpha=7.782e-04, previous alpha=5.238e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=1.278e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 286 iterations, alpha=1.571e-05, previous alpha=1.560e-05, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=9.144e-05, previous alpha=6.826e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 221 iterations, i.e. alpha=3.217e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=1.053e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=1.052e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=1.984e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 4.344e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=1.032e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 9.940e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 308 iterations, alpha=1.044e-05, previous alpha=1.023e-05, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=5.968e-06, previous alpha=5.238e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 325 iterations, alpha=6.965e-06, previous alpha=6.962e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=6.525e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 340 iterations, i.e. alpha=6.511e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 340 iterations, i.e. alpha=6.511e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.809e-05, previous alpha=5.949e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=2.681e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=2.680e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 253 iterations, alpha=2.678e-05, previous alpha=2.663e-05, with an active set of 202 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=3.316e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 357 iterations, i.e. alpha=6.328e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 8.941e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.527e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 361 iterations, alpha=9.482e-05, previous alpha=5.867e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=8.538e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 339 iterations, alpha=7.277e-06, previous alpha=7.277e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=8.440e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 5.373e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 321 iterations, i.e. alpha=7.565e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 323 iterations, alpha=7.337e-06, previous alpha=7.145e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=2.342e-04, previous alpha=5.529e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.896e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 96 iterations, i.e. alpha=1.603e-04, with an active set of 88 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.878e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 270 iterations, alpha=1.871e-05, previous alpha=1.835e-05, with an active set of 205 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 177 iterations, i.e. alpha=6.207e-05, with an active set of 149 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 177 iterations, i.e. alpha=6.206e-05, with an active set of 149 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 178 iterations, alpha=6.190e-05, previous alpha=6.173e-05, with an active set of 149 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=1.045e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=7.146e-06, previous alpha=6.890e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.811e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=2.429e-04, previous alpha=5.648e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=6.584e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 340 iterations, alpha=6.536e-06, previous alpha=6.487e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=1.044e-05, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 221 iterations, i.e. alpha=3.786e-05, with an active set of 179 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=9.652e-05, previous alpha=6.243e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=9.646e-06, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=1.090e-05, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=1.076e-05, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 308 iterations, alpha=1.073e-05, previous alpha=1.069e-05, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.786e-05, previous alpha=6.322e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=7.130e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 347 iterations, i.e. alpha=5.930e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 347 iterations, i.e. alpha=5.852e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.458e-04, previous alpha=5.815e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 219 iterations, i.e. alpha=3.896e-05, with an active set of 173 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 108 iterations, i.e. alpha=1.347e-04, with an active set of 92 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=1.285e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 308 iterations, alpha=1.227e-05, previous alpha=1.215e-05, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=2.194e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 204 iterations, i.e. alpha=4.604e-05, with an active set of 166 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 256 iterations, i.e. alpha=2.220e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.646e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 8.752e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 293 iterations, alpha=1.648e-05, previous alpha=1.638e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=6.791e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=6.749e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 9.714e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=2.611e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=2.921e-05, previous alpha=6.321e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.424e-04, previous alpha=5.528e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=9.078e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 9.003e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=8.159e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 4.829e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 321 iterations, alpha=8.020e-06, previous alpha=7.940e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 214 iterations, i.e. alpha=3.985e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 4.081e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 223 iterations, i.e. alpha=3.514e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=5.718e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=5.399e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.722e-04, previous alpha=5.246e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=6.457e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=5.385e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=1.225e-05, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.675e-04, previous alpha=5.565e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=1.221e-05, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 306 iterations, alpha=1.223e-05, previous alpha=1.217e-05, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.200e-04, previous alpha=4.473e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 253 iterations, i.e. alpha=2.232e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 112 iterations, i.e. alpha=1.310e-04, with an active set of 94 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 115 iterations, i.e. alpha=1.278e-04, with an active set of 97 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=2.215e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 186 iterations, i.e. alpha=6.044e-05, with an active set of 154 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=1.246e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 9.828e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.715e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 305 iterations, alpha=1.206e-05, previous alpha=1.197e-05, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 210 iterations, i.e. alpha=4.792e-05, with an active set of 172 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=8.789e-05, previous alpha=6.070e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=1.060e-05, with an active set of 230 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=1.049e-05, with an active set of 230 regressors, and the smallest cholesky pivot element being 4.344e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 309 iterations, alpha=1.044e-05, previous alpha=1.006e-05, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 301 iterations, alpha=1.638e-05, previous alpha=1.638e-05, with an active set of 218 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=2.154e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 325 iterations, i.e. alpha=8.093e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 325 iterations, i.e. alpha=8.079e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 326 iterations, alpha=7.992e-06, previous alpha=7.847e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.401e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=1.140e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=1.061e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 202 iterations, i.e. alpha=4.227e-05, with an active set of 168 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 203 iterations, i.e. alpha=4.189e-05, with an active set of 169 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=9.060e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=9.047e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 329 iterations, alpha=7.462e-06, previous alpha=7.384e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=9.379e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=7.313e-05, previous alpha=7.090e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.415e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=1.201e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 5.674e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 223 iterations, i.e. alpha=4.266e-05, with an active set of 171 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 315 iterations, alpha=1.189e-05, previous alpha=1.157e-05, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 232 iterations, i.e. alpha=3.665e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.467e-04, previous alpha=5.977e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 112 iterations, i.e. alpha=1.168e-04, with an active set of 100 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.685e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.658e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 281 iterations, alpha=1.682e-05, previous alpha=1.656e-05, with an active set of 208 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=2.568e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 320 iterations, i.e. alpha=1.405e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 321 iterations, alpha=1.401e-05, previous alpha=1.400e-05, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=3.016e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.260e-05, previous alpha=6.963e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.207e-04, previous alpha=6.005e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 314 iterations, alpha=9.532e-06, previous alpha=9.532e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=7.186e-05, previous alpha=3.859e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.999e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=2.166e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.414e-05, previous alpha=3.906e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=6.228e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=6.132e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.358e-05, previous alpha=5.614e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.256e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.210e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 360 iterations, alpha=8.630e-05, previous alpha=3.478e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 83 iterations, i.e. alpha=1.690e-04, with an active set of 75 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 357 iterations, i.e. alpha=3.454e-06, with an active set of 261 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 361 iterations, alpha=5.644e-06, previous alpha=3.271e-06, with an active set of 264 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 122 iterations, i.e. alpha=1.020e-04, with an active set of 106 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 163 iterations, i.e. alpha=6.881e-05, with an active set of 143 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 203 iterations, i.e. alpha=3.907e-05, with an active set of 173 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 207 iterations, alpha=3.736e-05, previous alpha=3.673e-05, with an active set of 174 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=1.387e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.365e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.346e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 268 iterations, alpha=1.350e-05, previous alpha=1.330e-05, with an active set of 211 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=5.488e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 352 iterations, i.e. alpha=4.800e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=4.318e-05, previous alpha=4.800e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.136e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=8.900e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 298 iterations, alpha=8.900e-06, previous alpha=8.814e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=5.744e-04, previous alpha=3.609e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.547e-05, previous alpha=3.410e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=2.171e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.517e-05, previous alpha=4.300e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.363e-06, previous alpha=4.660e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 90 iterations, i.e. alpha=1.550e-04, with an active set of 80 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.399e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.353e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.344e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 276 iterations, alpha=1.347e-05, previous alpha=1.328e-05, with an active set of 215 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 120 iterations, i.e. alpha=1.034e-04, with an active set of 106 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 168 iterations, i.e. alpha=6.888e-05, with an active set of 144 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=1.359e-05, previous alpha=3.204e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 205 iterations, i.e. alpha=4.042e-05, with an active set of 173 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=1.664e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 269 iterations, alpha=1.573e-05, previous alpha=1.535e-05, with an active set of 212 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.667e-05, previous alpha=3.899e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 351 iterations, i.e. alpha=4.746e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=4.746e-06, previous alpha=4.701e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 210 iterations, i.e. alpha=3.982e-05, with an active set of 172 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=4.991e-06, with an active set of 253 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=3.052e-05, previous alpha=4.507e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.682e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.752e-04, previous alpha=4.561e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 312 iterations, alpha=7.342e-06, previous alpha=7.321e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.097e-05, previous alpha=4.559e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 104 iterations, i.e. alpha=1.191e-04, with an active set of 94 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=1.731e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 138 iterations, i.e. alpha=8.912e-05, with an active set of 122 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 139 iterations, alpha=8.889e-05, previous alpha=8.858e-05, with an active set of 122 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.637e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.636e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=3.606e-05, previous alpha=4.280e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 274 iterations, alpha=1.499e-05, previous alpha=1.465e-05, with an active set of 215 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=9.250e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=9.227e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=9.051e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 9.714e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 318 iterations, alpha=7.540e-06, previous alpha=7.168e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=6.537e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=2.630e-05, previous alpha=3.776e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.872e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.064e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 328 iterations, alpha=6.504e-06, previous alpha=6.504e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.349e-05, previous alpha=4.299e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=2.756e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=1.631e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 261 iterations, i.e. alpha=1.630e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 305 iterations, alpha=7.554e-06, previous alpha=7.540e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.965e-04, previous alpha=3.875e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=8.423e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=3.819e-06, previous alpha=3.816e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.831e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 95 iterations, i.e. alpha=1.416e-04, with an active set of 87 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 332 iterations, alpha=5.620e-06, previous alpha=5.590e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 166 iterations, i.e. alpha=6.492e-05, with an active set of 148 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 181 iterations, i.e. alpha=5.785e-05, with an active set of 159 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 185 iterations, alpha=5.404e-05, previous alpha=5.392e-05, with an active set of 162 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 261 iterations, i.e. alpha=1.543e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.362e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.356e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.266e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.099e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=1.019e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 302 iterations, alpha=1.019e-05, previous alpha=1.009e-05, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=7.264e-05, previous alpha=4.388e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=8.770e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=6.708e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=2.446e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=4.536e-06, with an active set of 253 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=4.280e-06, with an active set of 253 regressors, and the smallest cholesky pivot element being 5.162e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 342 iterations, alpha=4.536e-06, previous alpha=4.247e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=2.016e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 253 iterations, alpha=1.942e-05, previous alpha=1.935e-05, with an active set of 210 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.143e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=7.200e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 321 iterations, i.e. alpha=5.119e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.055e-04, previous alpha=3.568e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=7.099e-05, previous alpha=4.641e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=2.249e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 116 iterations, i.e. alpha=1.072e-04, with an active set of 102 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.734e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 185 iterations, i.e. alpha=5.340e-05, with an active set of 161 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 307 iterations, alpha=6.208e-06, previous alpha=6.124e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 292 iterations, alpha=9.134e-06, previous alpha=9.087e-06, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 216 iterations, i.e. alpha=3.009e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 222 iterations, alpha=2.787e-05, previous alpha=2.751e-05, with an active set of 189 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 233 iterations, i.e. alpha=2.509e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.234e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 286 iterations, alpha=1.233e-05, previous alpha=1.212e-05, with an active set of 217 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=1.924e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.040e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.031e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 295 iterations, alpha=1.040e-05, previous alpha=1.030e-05, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 214 iterations, i.e. alpha=3.916e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=2.214e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 254 iterations, alpha=2.135e-05, previous alpha=2.135e-05, with an active set of 207 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.041e-05, previous alpha=5.105e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.187e-04, previous alpha=4.871e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.271e-05, previous alpha=3.871e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.318e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.086e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=1.062e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 184 iterations, i.e. alpha=5.187e-05, with an active set of 162 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.669e-04, previous alpha=5.790e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=3.042e-05, previous alpha=4.022e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=1.864e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 246 iterations, alpha=1.751e-05, previous alpha=1.739e-05, with an active set of 205 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=1.686e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 4.593e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=5.056e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 340 iterations, alpha=4.989e-06, previous alpha=4.885e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.196e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=5.543e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 342 iterations, alpha=5.543e-06, previous alpha=5.490e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.506e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 217 iterations, i.e. alpha=3.033e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.054e-05, previous alpha=4.046e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.354e-04, previous alpha=3.716e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=1.576e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 320 iterations, i.e. alpha=8.107e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 266 iterations, alpha=1.488e-05, previous alpha=1.477e-05, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.946e-04, previous alpha=5.454e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 132 iterations, i.e. alpha=9.507e-05, with an active set of 116 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 133 iterations, i.e. alpha=9.493e-05, with an active set of 117 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=9.329e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 152 iterations, alpha=8.094e-05, previous alpha=8.088e-05, with an active set of 135 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=4.904e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 336 iterations, alpha=4.904e-06, previous alpha=4.811e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=5.289e-06, previous alpha=5.177e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=7.607e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 319 iterations, alpha=6.889e-06, previous alpha=6.703e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=4.188e-06, with an active set of 253 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 338 iterations, alpha=4.188e-06, previous alpha=4.148e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=7.274e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 195 iterations, i.e. alpha=4.144e-05, with an active set of 169 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=7.170e-04, previous alpha=5.231e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=8.200e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=1.605e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.109e-04, previous alpha=4.150e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.247e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=7.153e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 282 iterations, alpha=1.108e-05, previous alpha=1.103e-05, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=4.223e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 343 iterations, alpha=4.223e-06, previous alpha=4.192e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 232 iterations, i.e. alpha=2.651e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 235 iterations, i.e. alpha=2.544e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 147 iterations, i.e. alpha=8.806e-05, with an active set of 129 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 148 iterations, i.e. alpha=8.796e-05, with an active set of 130 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 231 iterations, i.e. alpha=2.237e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.350e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 282 iterations, alpha=1.348e-05, previous alpha=1.333e-05, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.314e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.974e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=2.133e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 261 iterations, i.e. alpha=1.704e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 265 iterations, alpha=1.653e-05, previous alpha=1.639e-05, with an active set of 210 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=7.712e-05, previous alpha=4.647e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 325 iterations, alpha=1.848e-05, previous alpha=1.848e-05, with an active set of 208 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.419e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.335e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.332e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=6.674e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.171e-04, previous alpha=4.509e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.248e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 218 iterations, i.e. alpha=3.338e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=9.103e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 303 iterations, alpha=9.098e-06, previous alpha=8.994e-06, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.463e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 285 iterations, alpha=1.387e-05, previous alpha=1.375e-05, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=7.299e-04, previous alpha=3.880e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.350e-04, previous alpha=3.911e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 118 iterations, i.e. alpha=1.117e-04, with an active set of 108 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=8.252e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 212 iterations, i.e. alpha=3.612e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=6.027e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 214 iterations, alpha=3.606e-05, previous alpha=3.582e-05, with an active set of 183 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 359 iterations, i.e. alpha=3.979e-06, with an active set of 253 regressors, and the smallest cholesky pivot element being 5.576e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 359 iterations, i.e. alpha=3.979e-06, with an active set of 253 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.141e-04, previous alpha=4.945e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 362 iterations, alpha=6.841e-05, previous alpha=3.886e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.310e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=5.693e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.493e-05, previous alpha=4.675e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=4.576e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 345 iterations, i.e. alpha=4.449e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=4.449e-06, previous alpha=4.407e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.229e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=7.390e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 200 iterations, i.e. alpha=4.263e-05, with an active set of 174 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.067e-04, previous alpha=4.630e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.098e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.074e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 350 iterations, i.e. alpha=3.695e-06, with an active set of 252 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 350 iterations, i.e. alpha=3.572e-06, with an active set of 252 regressors, and the smallest cholesky pivot element being 9.064e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 300 iterations, alpha=9.582e-06, previous alpha=9.509e-06, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=4.029e-04, previous alpha=3.429e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.543e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.537e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 270 iterations, alpha=1.543e-05, previous alpha=1.524e-05, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 125 iterations, i.e. alpha=1.033e-04, with an active set of 113 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 162 iterations, i.e. alpha=7.065e-05, with an active set of 146 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 162 iterations, i.e. alpha=7.061e-05, with an active set of 146 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=2.337e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 176 iterations, alpha=5.966e-05, previous alpha=5.935e-05, with an active set of 159 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=1.637e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 238 iterations, i.e. alpha=2.499e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=5.821e-06, previous alpha=3.796e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.076e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.066e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 287 iterations, alpha=1.020e-05, previous alpha=1.007e-05, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.187e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 287 iterations, alpha=1.186e-05, previous alpha=1.184e-05, with an active set of 212 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.501e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.223e-05, previous alpha=5.645e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 218 iterations, i.e. alpha=3.935e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.765e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 256 iterations, i.e. alpha=2.643e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=2.472e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 260 iterations, alpha=2.449e-05, previous alpha=2.398e-05, with an active set of 205 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=1.095e-05, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=5.811e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.701e-04, previous alpha=5.335e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 360 iterations, i.e. alpha=5.412e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 7.068e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 362 iterations, alpha=5.042e-05, previous alpha=5.333e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=4.299e-05, previous alpha=6.193e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 89 iterations, i.e. alpha=1.757e-04, with an active set of 81 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 213 iterations, i.e. alpha=4.411e-05, with an active set of 173 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.496e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.371e-04, previous alpha=6.314e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.866e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 283 iterations, alpha=1.572e-05, previous alpha=1.556e-05, with an active set of 214 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=7.403e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=7.341e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 4.344e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=5.009e-06, previous alpha=4.775e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=7.953e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.455e-05, previous alpha=5.301e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=1.364e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=1.182e-04, previous alpha=5.736e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 229 iterations, i.e. alpha=3.974e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 302 iterations, alpha=1.230e-05, previous alpha=1.230e-05, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 349 iterations, i.e. alpha=6.041e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.312e-05, previous alpha=5.778e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.872e-05, previous alpha=5.675e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=6.447e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.711e-04, previous alpha=5.528e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 233 iterations, i.e. alpha=2.920e-05, with an active set of 181 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 103 iterations, i.e. alpha=1.252e-04, with an active set of 87 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 162 iterations, i.e. alpha=7.006e-05, with an active set of 138 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=7.074e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.076e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.064e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=7.014e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 297 iterations, alpha=1.063e-05, previous alpha=1.049e-05, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 267 iterations, alpha=2.205e-05, previous alpha=2.205e-05, with an active set of 204 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 256 iterations, i.e. alpha=1.791e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=4.736e-06, previous alpha=4.281e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.209e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=6.948e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=6.823e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 9.306e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 317 iterations, alpha=6.886e-06, previous alpha=6.750e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=9.450e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=9.357e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 5.576e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 313 iterations, alpha=9.284e-06, previous alpha=9.267e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 321 iterations, i.e. alpha=8.000e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=7.568e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=6.552e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 344 iterations, alpha=6.522e-06, previous alpha=6.471e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.416e-04, previous alpha=6.285e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=3.313e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=5.513e-05, previous alpha=4.941e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 254 iterations, i.e. alpha=2.953e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=2.506e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 266 iterations, alpha=2.385e-05, previous alpha=2.331e-05, with an active set of 209 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 97 iterations, i.e. alpha=1.409e-04, with an active set of 85 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=1.908e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=6.002e-05, previous alpha=5.195e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=8.571e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.790e-05, previous alpha=4.242e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.958e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=5.040e-06, previous alpha=4.797e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=1.027e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=6.863e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 335 iterations, alpha=6.676e-06, previous alpha=6.481e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=6.570e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=6.191e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 361 iterations, alpha=5.607e-05, previous alpha=4.123e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=5.871e-05, previous alpha=6.302e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 219 iterations, i.e. alpha=3.876e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=7.103e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.043e-05, previous alpha=6.151e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.500e-05, previous alpha=5.677e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.222e-05, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=5.283e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 7.598e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=5.222e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 5.475e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=5.067e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 9.186e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=5.027e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 5.960e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 100 iterations, i.e. alpha=1.342e-04, with an active set of 88 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 335 iterations, alpha=5.017e-06, previous alpha=4.831e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.268e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 206 iterations, i.e. alpha=4.325e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=8.760e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=5.589e-06, previous alpha=4.695e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.585e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 9.483e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.267e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 9.884e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=6.175e-04, previous alpha=5.900e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.240e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 9.884e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=1.220e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 9.884e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 261 iterations, i.e. alpha=1.892e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 298 iterations, alpha=1.243e-05, previous alpha=1.204e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=8.958e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=2.403e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=2.168e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 271 iterations, alpha=2.066e-05, previous alpha=2.064e-05, with an active set of 212 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.215e-04, previous alpha=5.621e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.448e-04, previous alpha=6.690e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=3.107e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.150e-04, previous alpha=5.239e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=1.028e-05, previous alpha=1.028e-05, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.011e-03, previous alpha=6.480e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 104 iterations, i.e. alpha=1.321e-04, with an active set of 90 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=1.205e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=1.198e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 308 iterations, alpha=1.192e-05, previous alpha=1.155e-05, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 216 iterations, i.e. alpha=4.743e-05, with an active set of 170 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=1.095e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.487e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=2.661e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.865e-05, previous alpha=7.435e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 288 iterations, alpha=1.860e-05, previous alpha=1.849e-05, with an active set of 203 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=7.164e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 332 iterations, alpha=7.164e-06, previous alpha=7.116e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.845e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=1.146e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=1.141e-05, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 310 iterations, alpha=1.136e-05, previous alpha=1.131e-05, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.512e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.542e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.286e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.102e-04, previous alpha=4.103e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 208 iterations, i.e. alpha=3.388e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=8.179e-04, previous alpha=4.030e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=9.018e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=8.624e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=9.100e-05, previous alpha=4.561e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 300 iterations, alpha=8.271e-06, previous alpha=8.097e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=6.327e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 87 iterations, i.e. alpha=1.700e-04, with an active set of 79 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=1.710e-03, previous alpha=3.594e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 181 iterations, i.e. alpha=5.125e-05, with an active set of 157 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=2.925e-04, previous alpha=4.596e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 213 iterations, i.e. alpha=2.558e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.307e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=2.100e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 319 iterations, alpha=6.347e-06, previous alpha=6.347e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=7.845e-05, previous alpha=1.112e-05, with an active set of 210 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=9.912e-04, previous alpha=3.655e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=5.175e-04, previous alpha=4.008e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=2.481e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.271e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 286 iterations, alpha=1.253e-05, previous alpha=1.240e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=9.490e-05, previous alpha=4.690e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.592e-06, previous alpha=3.124e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 93 iterations, i.e. alpha=1.626e-04, with an active set of 81 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 232 iterations, i.e. alpha=2.098e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 149 iterations, i.e. alpha=7.185e-05, with an active set of 129 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 165 iterations, i.e. alpha=5.977e-05, with an active set of 139 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 165 iterations, i.e. alpha=5.973e-05, with an active set of 139 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.882e-05, previous alpha=3.855e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=7.100e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 171 iterations, alpha=5.580e-05, previous alpha=5.578e-05, with an active set of 144 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.303e-04, previous alpha=4.540e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.185e-04, previous alpha=3.335e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.153e-05, previous alpha=3.650e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=8.515e-05, previous alpha=4.195e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.051e-05, previous alpha=4.843e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.593e-04, previous alpha=3.255e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.490e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=5.688e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.456e-06, previous alpha=4.213e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.608e-04, previous alpha=4.643e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 100 iterations, i.e. alpha=1.548e-04, with an active set of 88 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.826e-05, previous alpha=3.650e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=4.428e-04, previous alpha=4.550e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 206 iterations, i.e. alpha=4.233e-05, with an active set of 164 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 258 iterations, alpha=2.303e-05, previous alpha=2.292e-05, with an active set of 193 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.855e-05, previous alpha=4.415e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.272e-04, previous alpha=4.101e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 212 iterations, i.e. alpha=3.058e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=6.512e-05, previous alpha=4.290e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.649e-04, previous alpha=3.910e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=9.476e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.369e-05, previous alpha=4.536e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 284 iterations, alpha=9.086e-06, previous alpha=8.979e-06, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 103 iterations, i.e. alpha=1.507e-04, with an active set of 93 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=1.529e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.509e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.496e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 217 iterations, i.e. alpha=3.877e-05, with an active set of 175 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 223 iterations, alpha=3.612e-05, previous alpha=3.582e-05, with an active set of 180 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=7.547e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 320 iterations, alpha=6.778e-06, previous alpha=6.710e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.508e-05, previous alpha=3.860e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.008e-04, previous alpha=4.306e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.707e-05, previous alpha=3.711e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.762e-04, previous alpha=3.811e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.350e-05, previous alpha=5.737e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=3.885e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.376e-05, previous alpha=3.268e-06, with an active set of 259 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.275e-04, previous alpha=4.580e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 123 iterations, i.e. alpha=1.119e-04, with an active set of 107 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.254e-04, previous alpha=2.992e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 189 iterations, i.e. alpha=4.990e-05, with an active set of 161 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 225 iterations, i.e. alpha=2.792e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 230 iterations, alpha=2.603e-05, previous alpha=2.601e-05, with an active set of 189 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.239e-04, previous alpha=4.194e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.986e-05, previous alpha=4.938e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.630e-06, previous alpha=4.559e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=2.509e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=1.108e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=1.096e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=1.047e-05, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=4.928e-04, previous alpha=4.272e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 328 iterations, alpha=8.128e-06, previous alpha=8.120e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.598e-04, previous alpha=5.488e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=9.006e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=8.206e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 315 iterations, alpha=7.574e-06, previous alpha=7.258e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 90 iterations, i.e. alpha=1.645e-04, with an active set of 84 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=3.559e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=2.828e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=6.258e-06, previous alpha=4.444e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=2.817e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=8.406e-06, previous alpha=6.542e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=8.526e-05, previous alpha=4.316e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.414e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.362e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 303 iterations, alpha=1.058e-05, previous alpha=1.032e-05, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.744e-04, previous alpha=4.372e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=1.910e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.087e-03, previous alpha=3.984e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.069e-05, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.613e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.613e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 295 iterations, alpha=1.050e-05, previous alpha=1.005e-05, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=8.228e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 4.470e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=4.411e-05, previous alpha=4.697e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 306 iterations, alpha=7.639e-06, previous alpha=7.633e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 261 iterations, i.e. alpha=1.992e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=1.988e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=1.948e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 273 iterations, alpha=1.655e-05, previous alpha=1.645e-05, with an active set of 210 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 130 iterations, i.e. alpha=1.054e-04, with an active set of 110 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.490e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 212 iterations, i.e. alpha=3.938e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 213 iterations, alpha=3.869e-05, previous alpha=3.865e-05, with an active set of 180 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=5.143e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=5.139e-06, previous alpha=5.032e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.179e-05, previous alpha=4.808e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=4.016e-05, previous alpha=4.423e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=3.755e-04, previous alpha=4.874e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.540e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.296e-05, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=1.286e-05, previous alpha=1.267e-05, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=3.713e-05, previous alpha=3.372e-06, with an active set of 263 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 92 iterations, i.e. alpha=1.697e-04, with an active set of 88 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.429e-03, previous alpha=5.466e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 200 iterations, i.e. alpha=4.563e-05, with an active set of 168 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=6.027e-06, previous alpha=4.013e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.752e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 292 iterations, alpha=1.715e-05, previous alpha=1.692e-05, with an active set of 217 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=9.742e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=9.635e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.905e-06, previous alpha=5.259e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.072e-04, previous alpha=5.853e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=4.659e-06, previous alpha=4.643e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=7.479e-06, previous alpha=4.872e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.095e-04, previous alpha=5.507e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.280e-04, previous alpha=5.384e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.705e-03, previous alpha=4.932e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=2.833e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=2.656e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 249 iterations, alpha=2.435e-05, previous alpha=2.428e-05, with an active set of 196 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 107 iterations, i.e. alpha=1.306e-04, with an active set of 99 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 133 iterations, i.e. alpha=1.014e-04, with an active set of 115 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 133 iterations, i.e. alpha=1.010e-04, with an active set of 115 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 187 iterations, i.e. alpha=5.072e-05, with an active set of 159 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 191 iterations, i.e. alpha=5.026e-05, with an active set of 163 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 200 iterations, alpha=4.729e-05, previous alpha=4.705e-05, with an active set of 171 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.045e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 289 iterations, alpha=9.912e-06, previous alpha=9.892e-06, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.011e-05, previous alpha=5.437e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=1.011e-05, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=1.777e-04, previous alpha=4.262e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.666e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.300e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 298 iterations, alpha=1.096e-05, previous alpha=1.076e-05, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.783e-04, previous alpha=4.372e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.436e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.108e-04, previous alpha=5.258e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.603e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=6.314e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.317e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=6.248e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.299e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 289 iterations, alpha=1.307e-05, previous alpha=1.264e-05, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 96 iterations, i.e. alpha=1.523e-04, with an active set of 86 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 327 iterations, alpha=6.261e-06, previous alpha=6.244e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 121 iterations, i.e. alpha=1.140e-04, with an active set of 107 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=1.431e-05, previous alpha=4.361e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 164 iterations, i.e. alpha=7.034e-05, with an active set of 136 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 164 iterations, i.e. alpha=7.007e-05, with an active set of 136 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 168 iterations, alpha=6.680e-05, previous alpha=6.667e-05, with an active set of 139 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.693e-04, previous alpha=5.841e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=2.601e-05, previous alpha=4.526e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=2.136e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.696e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.684e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 272 iterations, alpha=1.639e-05, previous alpha=1.637e-05, with an active set of 207 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.146e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.412e-04, previous alpha=5.216e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.609e-05, previous alpha=4.773e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=5.406e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 337 iterations, alpha=5.406e-06, previous alpha=5.293e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 94 iterations, i.e. alpha=1.552e-04, with an active set of 86 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 126 iterations, i.e. alpha=1.133e-04, with an active set of 110 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=1.799e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=2.276e-05, previous alpha=4.418e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=6.166e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 338 iterations, alpha=5.967e-06, previous alpha=5.900e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 218 iterations, i.e. alpha=4.240e-05, with an active set of 174 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 235 iterations, alpha=3.486e-05, previous alpha=3.475e-05, with an active set of 186 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.282e-04, previous alpha=5.830e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=2.379e-04, previous alpha=3.662e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=2.868e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=1.265e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.053e-04, previous alpha=5.520e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=4.378e-04, previous alpha=4.910e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 339 iterations, alpha=6.546e-06, previous alpha=6.524e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.610e-04, previous alpha=4.597e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 256 iterations, i.e. alpha=2.064e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 103 iterations, i.e. alpha=1.341e-04, with an active set of 95 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 105 iterations, i.e. alpha=1.327e-04, with an active set of 97 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 106 iterations, alpha=1.327e-04, previous alpha=1.321e-04, with an active set of 97 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 362 iterations, alpha=5.089e-05, previous alpha=4.636e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.055e-05, previous alpha=6.370e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.528e-04, previous alpha=5.204e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.131e-04, previous alpha=5.670e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.361e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=2.045e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=8.952e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=5.104e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.494e-03, previous alpha=4.911e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=4.224e-05, previous alpha=6.485e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.077e-04, previous alpha=4.675e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.230e-03, previous alpha=4.547e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 105 iterations, i.e. alpha=1.366e-04, with an active set of 97 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.560e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 185 iterations, i.e. alpha=5.845e-05, with an active set of 153 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=6.750e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 316 iterations, alpha=6.748e-06, previous alpha=6.653e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.253e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 227 iterations, i.e. alpha=3.473e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=1.215e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 300 iterations, alpha=1.215e-05, previous alpha=1.197e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 229 iterations, alpha=3.377e-05, previous alpha=3.332e-05, with an active set of 190 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.940e-04, previous alpha=5.106e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=2.467e-05, previous alpha=5.152e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 220 iterations, i.e. alpha=3.438e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=1.543e-05, previous alpha=4.741e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.440e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=3.408e-04, previous alpha=6.032e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=9.054e-05, previous alpha=5.606e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.096e-05, previous alpha=4.767e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 115 iterations, i.e. alpha=1.265e-04, with an active set of 105 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 230 iterations, i.e. alpha=3.500e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 170 iterations, i.e. alpha=6.586e-05, with an active set of 142 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 170 iterations, i.e. alpha=6.584e-05, with an active set of 142 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=9.175e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 314 iterations, alpha=9.118e-06, previous alpha=8.939e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=3.293e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 228 iterations, alpha=3.264e-05, previous alpha=3.243e-05, with an active set of 189 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=6.077e-04, previous alpha=6.326e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=7.417e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.024e-04, previous alpha=4.547e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=8.683e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 360 iterations, alpha=7.808e-05, previous alpha=4.724e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 228 iterations, i.e. alpha=3.140e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=2.426e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 254 iterations, alpha=2.306e-05, previous alpha=2.286e-05, with an active set of 209 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=9.019e-04, previous alpha=5.562e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.495e-05, previous alpha=5.188e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 114 iterations, i.e. alpha=1.289e-04, with an active set of 104 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=1.142e-03, previous alpha=5.286e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.875e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=1.132e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=1.106e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 355 iterations, i.e. alpha=3.498e-06, with an active set of 253 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=1.025e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=9.336e-05, previous alpha=3.485e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=9.896e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 314 iterations, alpha=9.535e-06, previous alpha=9.304e-06, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.252e-05, previous alpha=5.903e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=5.719e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.278e-05, previous alpha=5.276e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=2.104e-05, previous alpha=5.346e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 192 iterations, i.e. alpha=4.173e-05, with an active set of 168 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 219 iterations, i.e. alpha=2.693e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 226 iterations, alpha=2.416e-05, previous alpha=2.409e-05, with an active set of 195 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.568e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.784e-04, previous alpha=4.173e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=8.748e-05, previous alpha=4.469e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.568e-05, previous alpha=3.214e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 128 iterations, i.e. alpha=9.353e-05, with an active set of 114 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 198 iterations, i.e. alpha=2.698e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=1.333e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.296e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 251 iterations, alpha=1.301e-05, previous alpha=1.284e-05, with an active set of 204 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 219 iterations, i.e. alpha=3.263e-05, with an active set of 179 regressors, and the smallest cholesky pivot element being 4.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 230 iterations, alpha=2.917e-05, previous alpha=2.799e-05, with an active set of 187 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=8.434e-04, previous alpha=4.275e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.166e-04, previous alpha=4.062e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=4.390e-04, previous alpha=4.097e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=1.659e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.227e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=6.097e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 314 iterations, alpha=5.962e-06, previous alpha=5.787e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=1.227e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 260 iterations, alpha=1.194e-05, previous alpha=1.187e-05, with an active set of 215 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.046e-04, previous alpha=4.405e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.690e-06, previous alpha=3.875e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 94 iterations, i.e. alpha=1.560e-04, with an active set of 86 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 108 iterations, i.e. alpha=1.343e-04, with an active set of 98 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 108 iterations, i.e. alpha=1.340e-04, with an active set of 98 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=2.838e-05, previous alpha=3.106e-06, with an active set of 260 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 160 iterations, i.e. alpha=6.713e-05, with an active set of 140 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 161 iterations, alpha=6.706e-05, previous alpha=6.591e-05, with an active set of 140 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=6.894e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=6.844e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 315 iterations, alpha=6.840e-06, previous alpha=6.589e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.314e-04, previous alpha=3.852e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.010e-04, previous alpha=4.143e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 192 iterations, i.e. alpha=3.794e-05, with an active set of 170 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 202 iterations, i.e. alpha=3.411e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 202 iterations, i.e. alpha=3.396e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 215 iterations, alpha=2.521e-05, previous alpha=2.484e-05, with an active set of 188 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 220 iterations, i.e. alpha=2.987e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 314 iterations, alpha=8.456e-06, previous alpha=8.308e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 229 iterations, i.e. alpha=2.173e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 238 iterations, i.e. alpha=1.904e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.794e-06, previous alpha=3.721e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=1.460e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.068e-04, previous alpha=4.300e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 264 iterations, alpha=1.368e-05, previous alpha=1.355e-05, with an active set of 209 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 121 iterations, i.e. alpha=9.916e-05, with an active set of 109 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.385e-04, previous alpha=3.946e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 198 iterations, i.e. alpha=3.969e-05, with an active set of 168 regressors, and the smallest cholesky pivot element being 8.429e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 198 iterations, i.e. alpha=3.959e-05, with an active set of 168 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 204 iterations, alpha=3.784e-05, previous alpha=3.784e-05, with an active set of 171 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=6.367e-06, previous alpha=4.284e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=1.693e-03, previous alpha=3.916e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=2.101e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=7.322e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 5.268e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 307 iterations, alpha=6.831e-06, previous alpha=6.768e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=1.755e-03, previous alpha=4.164e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=1.598e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=9.855e-06, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 292 iterations, alpha=8.441e-06, previous alpha=8.341e-06, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.010e-06, previous alpha=4.846e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 112 iterations, i.e. alpha=1.107e-04, with an active set of 104 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.711e-04, previous alpha=3.996e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=1.444e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.407e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.785e-05, previous alpha=4.290e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=7.967e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 315 iterations, alpha=7.212e-06, previous alpha=6.777e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.882e-05, previous alpha=4.151e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=8.379e-04, previous alpha=4.546e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=2.397e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=2.063e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 253 iterations, alpha=2.033e-05, previous alpha=2.031e-05, with an active set of 204 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.962e-05, previous alpha=4.462e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=7.997e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=7.971e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 300 iterations, alpha=7.751e-06, previous alpha=7.739e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 93 iterations, i.e. alpha=1.513e-04, with an active set of 81 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.022e-05, previous alpha=3.932e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=1.243e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=8.741e-06, with an active set of 224 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 293 iterations, alpha=8.708e-06, previous alpha=8.323e-06, with an active set of 224 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 158 iterations, i.e. alpha=6.631e-05, with an active set of 136 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 164 iterations, alpha=6.411e-05, previous alpha=6.268e-05, with an active set of 141 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.954e-05, previous alpha=3.030e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=4.846e-04, previous alpha=3.895e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.868e-05, previous alpha=4.687e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 238 iterations, i.e. alpha=1.917e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 208 iterations, i.e. alpha=3.639e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.732e-05, previous alpha=4.672e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 327 iterations, alpha=5.821e-06, previous alpha=5.821e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 362 iterations, alpha=6.365e-06, previous alpha=2.464e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=5.214e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 93 iterations, i.e. alpha=1.501e-04, with an active set of 83 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.409e-05, previous alpha=4.062e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 230 iterations, i.e. alpha=2.281e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 216 iterations, alpha=2.975e-05, previous alpha=2.975e-05, with an active set of 179 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=2.787e-04, previous alpha=2.876e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.074e-04, previous alpha=5.484e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.829e-05, previous alpha=3.650e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.814e-04, previous alpha=4.382e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.389e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 323 iterations, i.e. alpha=6.317e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.197e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.186e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.104e-04, previous alpha=4.278e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.011e-04, previous alpha=3.693e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 296 iterations, alpha=8.803e-06, previous alpha=8.755e-06, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=1.272e-04, previous alpha=3.413e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 238 iterations, i.e. alpha=2.061e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 239 iterations, i.e. alpha=2.061e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.154e-05, previous alpha=2.947e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=5.481e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 8.025e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=5.404e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 4.712e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 334 iterations, alpha=5.481e-06, previous alpha=4.992e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.660e-05, previous alpha=3.933e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.771e-05, previous alpha=3.903e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.236e-04, previous alpha=4.827e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.892e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.744e-05, previous alpha=4.696e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.191e-04, previous alpha=5.007e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.059e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=9.325e-06, previous alpha=9.175e-06, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.276e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 105 iterations, i.e. alpha=1.414e-04, with an active set of 93 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.129e-05, previous alpha=3.604e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 213 iterations, i.e. alpha=3.580e-05, with an active set of 175 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 265 iterations, alpha=1.342e-05, previous alpha=1.326e-05, with an active set of 208 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.534e-05, previous alpha=5.185e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=2.933e-04, previous alpha=3.849e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.015e-05, previous alpha=4.535e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.599e-04, previous alpha=3.782e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.280e-04, previous alpha=3.777e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.068e-04, previous alpha=5.117e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=2.403e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.735e-05, previous alpha=4.211e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=4.722e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 337 iterations, alpha=4.638e-06, previous alpha=4.241e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 130 iterations, i.e. alpha=9.993e-05, with an active set of 112 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.189e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=2.053e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.008e-05, previous alpha=4.710e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 323 iterations, alpha=5.749e-06, previous alpha=5.749e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=2.024e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 6.053e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 252 iterations, alpha=2.000e-05, previous alpha=1.895e-05, with an active set of 199 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.736e-05, previous alpha=4.932e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.398e-06, previous alpha=4.339e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.802e-04, previous alpha=4.690e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.030e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.695e-03, previous alpha=4.314e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.426e-05, previous alpha=5.155e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.179e-04, previous alpha=3.913e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 131 iterations, i.e. alpha=1.026e-04, with an active set of 111 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.550e-06, previous alpha=3.508e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 239 iterations, i.e. alpha=2.443e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 7.743e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.122e-04, previous alpha=4.313e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 282 iterations, alpha=1.230e-05, previous alpha=1.229e-05, with an active set of 215 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.705e-05, previous alpha=4.400e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.282e-05, previous alpha=5.094e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=1.809e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.303e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=5.958e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.170e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 336 iterations, alpha=5.945e-06, previous alpha=5.581e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 239 iterations, i.e. alpha=3.082e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 320 iterations, i.e. alpha=7.341e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 322 iterations, alpha=6.922e-06, previous alpha=6.814e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 344 iterations, alpha=6.766e-06, previous alpha=6.766e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=4.972e-04, previous alpha=3.925e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 221 iterations, i.e. alpha=2.999e-05, with an active set of 177 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 99 iterations, i.e. alpha=1.492e-04, with an active set of 91 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=2.413e-05, previous alpha=3.935e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 223 iterations, i.e. alpha=3.867e-05, with an active set of 179 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 349 iterations, i.e. alpha=5.007e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 9.064e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=8.140e-05, previous alpha=4.705e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=1.169e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 6.829e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 311 iterations, alpha=1.064e-05, previous alpha=1.059e-05, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=7.393e-04, previous alpha=4.973e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.132e-04, previous alpha=4.631e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 233 iterations, i.e. alpha=2.979e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 208 iterations, i.e. alpha=3.769e-05, with an active set of 170 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=2.858e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.425e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 287 iterations, alpha=1.385e-05, previous alpha=1.378e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=7.422e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 312 iterations, alpha=7.896e-06, previous alpha=7.891e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=5.678e-05, previous alpha=4.044e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=8.791e-05, previous alpha=4.939e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 98 iterations, i.e. alpha=1.516e-04, with an active set of 88 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 211 iterations, i.e. alpha=4.535e-05, with an active set of 165 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 218 iterations, alpha=4.166e-05, previous alpha=4.131e-05, with an active set of 171 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=2.385e-05, previous alpha=4.066e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 348 iterations, i.e. alpha=5.151e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.639e-04, previous alpha=4.904e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.100e-03, previous alpha=4.732e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.484e-04, previous alpha=5.699e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.968e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.618e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=7.680e-04, previous alpha=4.183e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 256 iterations, i.e. alpha=2.468e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=2.302e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 325 iterations, i.e. alpha=8.016e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 326 iterations, alpha=7.979e-06, previous alpha=7.739e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 265 iterations, alpha=2.042e-05, previous alpha=2.009e-05, with an active set of 204 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=2.221e-05, previous alpha=4.727e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 107 iterations, i.e. alpha=1.301e-04, with an active set of 93 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.443e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=1.112e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 311 iterations, alpha=9.672e-06, previous alpha=9.641e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 154 iterations, i.e. alpha=8.073e-05, with an active set of 126 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=2.734e-05, previous alpha=4.395e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 263 iterations, alpha=2.109e-05, previous alpha=2.104e-05, with an active set of 206 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.687e-04, previous alpha=5.353e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=1.711e-04, previous alpha=4.857e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=2.225e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.674e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 269 iterations, alpha=1.657e-05, previous alpha=1.625e-05, with an active set of 218 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=3.045e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.562e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.715e-05, previous alpha=5.842e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 345 iterations, i.e. alpha=5.488e-06, with an active set of 259 regressors, and the smallest cholesky pivot element being 5.674e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=3.835e-04, previous alpha=4.031e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=5.486e-06, previous alpha=5.403e-06, with an active set of 259 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 95 iterations, i.e. alpha=1.616e-04, with an active set of 89 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=9.054e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 183 iterations, i.e. alpha=6.288e-05, with an active set of 155 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 235 iterations, i.e. alpha=2.655e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=7.233e-04, previous alpha=4.746e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 236 iterations, alpha=2.631e-05, previous alpha=2.596e-05, with an active set of 193 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 298 iterations, alpha=1.362e-05, previous alpha=1.361e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.361e-04, previous alpha=5.645e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.514e-04, previous alpha=4.056e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.611e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.455e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.442e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.496e-04, previous alpha=5.254e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 243 iterations, i.e. alpha=2.965e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=7.273e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 334 iterations, alpha=7.272e-06, previous alpha=7.271e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.108e-06, previous alpha=4.591e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 335 iterations, alpha=6.738e-06, previous alpha=6.738e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 103 iterations, i.e. alpha=1.354e-04, with an active set of 93 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=1.798e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 157 iterations, i.e. alpha=7.852e-05, with an active set of 133 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 161 iterations, alpha=7.614e-05, previous alpha=7.569e-05, with an active set of 136 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=7.666e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=5.950e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=2.480e-04, previous alpha=4.536e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 325 iterations, i.e. alpha=7.373e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=7.356e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 327 iterations, alpha=7.355e-06, previous alpha=7.342e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=8.650e-04, previous alpha=5.014e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.862e-04, previous alpha=5.867e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=1.981e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.782e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 275 iterations, alpha=1.744e-05, previous alpha=1.732e-05, with an active set of 214 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.878e-04, previous alpha=4.741e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=1.431e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=1.395e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 302 iterations, alpha=1.375e-05, previous alpha=1.361e-05, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.691e-04, previous alpha=5.446e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.778e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=1.010e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 104 iterations, i.e. alpha=1.343e-04, with an active set of 94 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.152e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.099e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.030e-03, previous alpha=4.701e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=5.773e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 340 iterations, alpha=5.773e-06, previous alpha=5.595e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.729e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.718e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 274 iterations, alpha=1.680e-05, previous alpha=1.664e-05, with an active set of 211 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 348 iterations, i.e. alpha=4.807e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=4.317e-04, previous alpha=4.749e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.768e-05, previous alpha=6.605e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=2.863e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.521e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.611e-04, previous alpha=5.157e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.788e-04, previous alpha=6.004e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 347 iterations, i.e. alpha=4.174e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.172e-06, previous alpha=4.068e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=6.112e-05, previous alpha=5.360e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=2.334e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.111e-04, previous alpha=4.912e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.187e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.184e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 297 iterations, alpha=1.137e-05, previous alpha=1.133e-05, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 325 iterations, i.e. alpha=9.214e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.065e-04, previous alpha=6.588e-06, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=4.057e-04, previous alpha=6.256e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.307e-04, previous alpha=6.010e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=1.174e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=9.792e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 318 iterations, alpha=9.721e-06, previous alpha=9.667e-06, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.342e-03, previous alpha=5.197e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=2.183e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 4.344e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.382e-04, previous alpha=5.339e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.772e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 103 iterations, i.e. alpha=1.322e-04, with an active set of 91 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.962e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 361 iterations, alpha=1.650e-05, previous alpha=5.898e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=1.022e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.107e-04, previous alpha=5.978e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.132e-05, previous alpha=6.654e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=6.382e-04, previous alpha=5.861e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.132e-05, previous alpha=5.982e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=6.344e-04, previous alpha=4.963e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.593e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.565e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 282 iterations, alpha=1.562e-05, previous alpha=1.541e-05, with an active set of 211 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=6.485e-04, previous alpha=4.736e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.633e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=2.313e-04, previous alpha=5.778e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.777e-04, previous alpha=4.973e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 104 iterations, i.e. alpha=1.369e-04, with an active set of 92 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.411e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 122 iterations, i.e. alpha=1.135e-04, with an active set of 106 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=9.056e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.521e-04, previous alpha=6.052e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=1.009e-05, previous alpha=4.795e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=8.871e-04, previous alpha=7.024e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.151e-04, previous alpha=5.400e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.525e-04, previous alpha=5.326e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=5.653e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.660e-04, previous alpha=5.241e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.515e-04, previous alpha=5.595e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=2.647e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 254 iterations, i.e. alpha=2.337e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=5.945e-04, previous alpha=4.645e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 313 iterations, alpha=9.766e-06, previous alpha=9.766e-06, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=2.433e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 105 iterations, i.e. alpha=1.327e-04, with an active set of 95 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.925e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.869e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=7.110e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=7.107e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 344 iterations, alpha=6.678e-06, previous alpha=6.530e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=7.147e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 306 iterations, alpha=1.172e-05, previous alpha=1.169e-05, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=6.872e-05, previous alpha=4.898e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.132e-03, previous alpha=5.366e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=6.269e-04, previous alpha=6.322e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 222 iterations, i.e. alpha=2.550e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=2.537e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=2.126e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 279 iterations, alpha=1.153e-05, previous alpha=1.153e-05, with an active set of 212 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.738e-05, previous alpha=4.058e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=6.041e-04, previous alpha=4.310e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=3.429e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=8.077e-06, previous alpha=3.178e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=1.577e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.577e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=2.244e-04, previous alpha=3.793e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.454e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 254 iterations, i.e. alpha=1.588e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=9.747e-06, with an active set of 213 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 274 iterations, alpha=9.609e-06, previous alpha=9.585e-06, with an active set of 215 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 305 iterations, alpha=7.300e-06, previous alpha=7.300e-06, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=5.042e-05, previous alpha=4.137e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.599e-04, previous alpha=3.722e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 222 iterations, i.e. alpha=2.477e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 225 iterations, i.e. alpha=2.451e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 225 iterations, i.e. alpha=2.448e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.969e-05, previous alpha=3.716e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.627e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=1.226e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 268 iterations, alpha=1.206e-05, previous alpha=1.148e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=1.683e-04, previous alpha=4.249e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=3.924e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 89 iterations, i.e. alpha=1.648e-04, with an active set of 81 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 348 iterations, i.e. alpha=3.458e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.903e-04, previous alpha=3.347e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 142 iterations, i.e. alpha=7.679e-05, with an active set of 126 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.590e-04, previous alpha=3.649e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.503e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.462e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 228 iterations, alpha=2.442e-05, previous alpha=2.436e-05, with an active set of 193 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.279e-05, previous alpha=4.190e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.577e-06, previous alpha=4.067e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.553e-06, previous alpha=4.347e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=2.522e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 201 iterations, i.e. alpha=3.790e-05, with an active set of 175 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.316e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.305e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 221 iterations, i.e. alpha=2.523e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=7.444e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 315 iterations, alpha=7.020e-06, previous alpha=6.934e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.254e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 6.664e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=3.133e-05, previous alpha=4.125e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 307 iterations, alpha=7.560e-06, previous alpha=7.544e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=6.306e-05, previous alpha=3.199e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 90 iterations, i.e. alpha=1.578e-04, with an active set of 82 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 222 iterations, i.e. alpha=2.553e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 183 iterations, i.e. alpha=5.015e-05, with an active set of 155 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 183 iterations, i.e. alpha=5.002e-05, with an active set of 155 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=2.507e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 241 iterations, alpha=2.217e-05, previous alpha=2.191e-05, with an active set of 200 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 318 iterations, alpha=8.752e-06, previous alpha=8.356e-06, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.620e-04, previous alpha=4.528e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.848e-04, previous alpha=3.348e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.790e-03, previous alpha=4.460e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.666e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 253 iterations, i.e. alpha=1.663e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.815e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.176e-04, previous alpha=4.020e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.128e-04, previous alpha=4.250e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.026e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=8.716e-06, previous alpha=8.666e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=3.812e-06, with an active set of 254 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=3.703e-06, with an active set of 254 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=3.483e-06, with an active set of 256 regressors, and the smallest cholesky pivot element being 5.373e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=3.363e-06, with an active set of 256 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.654e-04, previous alpha=3.244e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 112 iterations, i.e. alpha=1.132e-04, with an active set of 104 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=1.182e-04, previous alpha=4.254e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.496e-04, previous alpha=3.986e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.394e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=7.307e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=7.304e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=4.929e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 8.689e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=4.924e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 8.689e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 343 iterations, alpha=4.915e-06, previous alpha=4.820e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=1.929e-03, previous alpha=4.170e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.741e-05, previous alpha=4.707e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.424e-05, previous alpha=3.767e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.423e-04, previous alpha=3.734e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 253 iterations, i.e. alpha=2.112e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.407e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.396e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.350e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 296 iterations, alpha=1.077e-05, previous alpha=1.075e-05, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.235e-06, previous alpha=3.043e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 92 iterations, i.e. alpha=1.558e-04, with an active set of 82 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.843e-05, previous alpha=3.326e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 182 iterations, i.e. alpha=4.772e-05, with an active set of 156 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 198 iterations, i.e. alpha=4.025e-05, with an active set of 166 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.388e-04, previous alpha=3.297e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.860e-04, previous alpha=4.763e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=8.616e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 7.743e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=8.615e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 323 iterations, alpha=8.616e-06, previous alpha=8.553e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.298e-05, previous alpha=3.891e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 216 iterations, i.e. alpha=3.293e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=2.326e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 238 iterations, i.e. alpha=2.305e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 238 iterations, i.e. alpha=2.289e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 243 iterations, alpha=2.114e-05, previous alpha=2.100e-05, with an active set of 198 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=4.458e-04, previous alpha=3.747e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.656e-05, previous alpha=4.288e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.948e-06, previous alpha=2.965e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 232 iterations, i.e. alpha=1.975e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 122 iterations, i.e. alpha=1.080e-04, with an active set of 110 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 167 iterations, i.e. alpha=5.840e-05, with an active set of 141 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 174 iterations, alpha=5.346e-05, previous alpha=5.330e-05, with an active set of 147 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.139e-05, previous alpha=3.919e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.880e-05, previous alpha=3.811e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.138e-04, previous alpha=3.918e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.632e-04, previous alpha=3.619e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.333e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=8.692e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=8.469e-06, previous alpha=8.243e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.294e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.282e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.569e-05, previous alpha=4.596e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.487e-05, previous alpha=4.117e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 335 iterations, alpha=5.787e-06, previous alpha=5.787e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 119 iterations, i.e. alpha=9.873e-05, with an active set of 109 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 198 iterations, i.e. alpha=3.992e-05, with an active set of 170 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.406e-05, previous alpha=3.010e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 206 iterations, alpha=3.258e-05, previous alpha=3.227e-05, with an active set of 177 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.750e-06, previous alpha=4.182e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.693e-05, previous alpha=3.889e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.248e-04, previous alpha=4.373e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=1.934e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=8.507e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 304 iterations, alpha=8.075e-06, previous alpha=8.056e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.751e-05, previous alpha=4.134e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=1.412e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.678e-04, previous alpha=3.573e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 320 iterations, i.e. alpha=5.730e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 321 iterations, alpha=5.724e-06, previous alpha=5.713e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 104 iterations, i.e. alpha=1.467e-04, with an active set of 92 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 120 iterations, i.e. alpha=1.119e-04, with an active set of 108 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 141 iterations, i.e. alpha=7.796e-05, with an active set of 125 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 146 iterations, alpha=7.604e-05, previous alpha=7.571e-05, with an active set of 129 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.585e-04, previous alpha=5.034e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.530e-05, previous alpha=3.685e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.070e-04, previous alpha=4.018e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.166e-04, previous alpha=4.635e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=8.942e-04, previous alpha=5.121e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=9.103e-05, previous alpha=3.799e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=2.186e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=2.005e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 246 iterations, i.e. alpha=1.964e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=8.743e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 6.829e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 297 iterations, alpha=8.378e-06, previous alpha=8.319e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.915e-04, previous alpha=4.002e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 126 iterations, i.e. alpha=1.041e-04, with an active set of 112 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.585e-06, previous alpha=3.114e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.219e-04, previous alpha=4.478e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=2.120e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=4.470e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.589e-04, previous alpha=4.300e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=8.895e-04, previous alpha=5.575e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.002e-04, previous alpha=4.109e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.131e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.129e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.438e-03, previous alpha=4.419e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.063e-03, previous alpha=3.985e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=1.357e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=3.906e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 4.344e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 347 iterations, i.e. alpha=3.195e-06, with an active set of 259 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 347 iterations, i.e. alpha=3.185e-06, with an active set of 259 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 347 iterations, i.e. alpha=3.142e-06, with an active set of 259 regressors, and the smallest cholesky pivot element being 6.580e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 350 iterations, i.e. alpha=2.888e-06, with an active set of 262 regressors, and the smallest cholesky pivot element being 4.470e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 360 iterations, alpha=2.862e-04, previous alpha=5.040e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=2.048e-04, previous alpha=2.837e-06, with an active set of 262 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 127 iterations, i.e. alpha=1.047e-04, with an active set of 113 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 163 iterations, i.e. alpha=6.366e-05, with an active set of 139 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.009e-04, previous alpha=2.928e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.784e-04, previous alpha=4.077e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=2.273e-05, previous alpha=4.266e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=2.976e-04, previous alpha=5.167e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.906e-06, previous alpha=5.169e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=1.964e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=1.050e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=7.959e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 325 iterations, alpha=7.940e-06, previous alpha=7.937e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=1.723e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=8.615e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=8.518e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 7.743e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 317 iterations, alpha=8.490e-06, previous alpha=8.427e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=8.856e-05, previous alpha=4.239e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.245e-04, previous alpha=4.580e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.083e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 94 iterations, i.e. alpha=1.587e-04, with an active set of 88 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.139e-05, previous alpha=4.661e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 193 iterations, i.e. alpha=5.609e-05, with an active set of 153 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 209 iterations, i.e. alpha=4.572e-05, with an active set of 169 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=9.127e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.647e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=5.230e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=1.601e-05, previous alpha=1.595e-05, with an active set of 212 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=5.108e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 343 iterations, alpha=5.230e-06, previous alpha=5.043e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.596e-03, previous alpha=6.925e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.072e-05, previous alpha=4.007e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.093e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=2.580e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 225 iterations, i.e. alpha=2.563e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.786e-04, previous alpha=4.592e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.642e-04, previous alpha=5.438e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.456e-04, previous alpha=4.813e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 341 iterations, alpha=5.886e-06, previous alpha=5.886e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 95 iterations, i.e. alpha=1.617e-04, with an active set of 89 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.427e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.392e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 277 iterations, alpha=1.329e-05, previous alpha=1.304e-05, with an active set of 218 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 181 iterations, i.e. alpha=6.101e-05, with an active set of 155 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 182 iterations, alpha=6.098e-05, previous alpha=6.053e-05, with an active set of 155 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.653e-05, previous alpha=4.094e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=2.364e-05, previous alpha=5.637e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=1.840e-04, previous alpha=5.463e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=9.714e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=9.564e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 312 iterations, alpha=9.295e-06, previous alpha=9.248e-06, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 225 iterations, i.e. alpha=3.516e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 229 iterations, i.e. alpha=2.853e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.276e-05, previous alpha=5.007e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 261 iterations, i.e. alpha=1.722e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=8.528e-05, previous alpha=4.729e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.104e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 6.144e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=7.958e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 6.664e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 293 iterations, alpha=1.038e-05, previous alpha=1.019e-05, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=7.899e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 6.664e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 312 iterations, alpha=7.439e-06, previous alpha=7.377e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 100 iterations, i.e. alpha=1.299e-04, with an active set of 94 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 131 iterations, i.e. alpha=9.596e-05, with an active set of 121 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 135 iterations, alpha=9.371e-05, previous alpha=9.356e-05, with an active set of 124 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.024e-05, previous alpha=4.151e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=1.068e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.962e-04, previous alpha=5.633e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=1.070e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=7.330e-04, previous alpha=4.155e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 243 iterations, i.e. alpha=2.269e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=1.731e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=8.791e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=9.209e-04, previous alpha=4.594e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=7.076e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 325 iterations, alpha=5.817e-06, previous alpha=5.691e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=6.996e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 7.451e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=6.859e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 7.451e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 320 iterations, alpha=6.980e-06, previous alpha=6.680e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.170e-04, previous alpha=4.524e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 235 iterations, i.e. alpha=2.567e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 120 iterations, i.e. alpha=1.128e-04, with an active set of 106 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=8.324e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=8.318e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 299 iterations, alpha=8.311e-06, previous alpha=8.164e-06, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=9.913e-06, with an active set of 224 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.333e-06, previous alpha=5.248e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.510e-05, previous alpha=5.993e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.208e-03, previous alpha=5.964e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=7.705e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=1.070e-03, previous alpha=4.666e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 221 iterations, i.e. alpha=3.603e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.972e-06, previous alpha=4.455e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.299e-04, previous alpha=5.202e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 200 iterations, i.e. alpha=4.280e-05, with an active set of 168 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 212 iterations, i.e. alpha=3.784e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.309e-04, previous alpha=4.487e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 233 iterations, i.e. alpha=2.966e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.665e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=2.666e-03, previous alpha=4.372e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.274e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 277 iterations, alpha=1.269e-05, previous alpha=1.268e-05, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 114 iterations, i.e. alpha=1.240e-04, with an active set of 102 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 153 iterations, i.e. alpha=7.688e-05, with an active set of 133 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 155 iterations, alpha=7.472e-05, previous alpha=7.448e-05, with an active set of 134 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=9.011e-06, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=8.807e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 315 iterations, alpha=8.294e-06, previous alpha=8.099e-06, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.397e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.969e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 323 iterations, i.e. alpha=6.704e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 323 iterations, i.e. alpha=6.681e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 9.424e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=1.204e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 326 iterations, alpha=6.336e-06, previous alpha=5.968e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=1.378e-04, previous alpha=4.330e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=3.028e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=3.027e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.710e-05, previous alpha=4.994e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.586e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 276 iterations, alpha=1.579e-05, previous alpha=1.579e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=5.771e-04, previous alpha=5.390e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.614e-04, previous alpha=4.798e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=2.681e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 105 iterations, i.e. alpha=1.288e-04, with an active set of 97 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=9.066e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 297 iterations, alpha=9.045e-06, previous alpha=9.043e-06, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 191 iterations, i.e. alpha=5.321e-05, with an active set of 165 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 192 iterations, alpha=5.243e-05, previous alpha=5.238e-05, with an active set of 165 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.429e-05, previous alpha=5.365e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=8.156e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=8.036e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 310 iterations, alpha=8.036e-06, previous alpha=7.919e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=1.161e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.218e-05, previous alpha=5.268e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=9.718e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.738e-04, previous alpha=5.039e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=9.684e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 306 iterations, alpha=8.936e-06, previous alpha=8.905e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.514e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.872e-03, previous alpha=5.219e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=7.220e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 317 iterations, alpha=7.220e-06, previous alpha=6.950e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 94 iterations, i.e. alpha=1.583e-04, with an active set of 88 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.138e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.138e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 298 iterations, alpha=1.114e-05, previous alpha=1.088e-05, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 201 iterations, i.e. alpha=5.010e-05, with an active set of 161 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 204 iterations, alpha=4.916e-05, previous alpha=4.887e-05, with an active set of 163 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=6.521e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 358 iterations, i.e. alpha=4.460e-06, with an active set of 252 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 360 iterations, alpha=1.090e-04, previous alpha=4.352e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=2.551e-05, previous alpha=5.772e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=5.503e-05, previous alpha=4.377e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 228 iterations, i.e. alpha=3.040e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.342e-04, previous alpha=5.712e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.381e-05, previous alpha=5.610e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 331 iterations, alpha=1.008e-05, previous alpha=9.294e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.579e-04, previous alpha=5.011e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=3.458e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 109 iterations, i.e. alpha=1.313e-04, with an active set of 97 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 196 iterations, i.e. alpha=4.850e-05, with an active set of 166 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 210 iterations, alpha=4.314e-05, previous alpha=4.312e-05, with an active set of 177 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=1.103e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 308 iterations, alpha=1.060e-05, previous alpha=1.050e-05, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=8.727e-05, previous alpha=6.218e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 345 iterations, i.e. alpha=5.676e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.008e-03, previous alpha=5.511e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.576e-05, previous alpha=5.481e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.313e-03, previous alpha=5.955e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.391e-04, previous alpha=5.155e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 238 iterations, i.e. alpha=2.710e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=7.535e-04, previous alpha=4.911e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 325 iterations, i.e. alpha=8.199e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.400e-04, previous alpha=5.535e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 108 iterations, i.e. alpha=1.272e-04, with an active set of 100 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 362 iterations, alpha=3.306e-04, previous alpha=4.313e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=4.789e-04, previous alpha=5.193e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=3.276e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 340 iterations, i.e. alpha=7.681e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=7.507e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=7.242e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=7.464e-06, previous alpha=7.019e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.116e-06, previous alpha=5.632e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.281e-04, previous alpha=5.731e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 223 iterations, i.e. alpha=3.475e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=3.472e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.131e-03, previous alpha=4.950e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=1.424e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=1.134e-05, with an active set of 230 regressors, and the smallest cholesky pivot element being 8.941e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.318e-04, previous alpha=5.001e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 320 iterations, i.e. alpha=9.560e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 8.941e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 326 iterations, alpha=8.332e-06, previous alpha=7.976e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 215 iterations, i.e. alpha=3.734e-05, with an active set of 177 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=3.646e-05, previous alpha=5.195e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 125 iterations, i.e. alpha=1.152e-04, with an active set of 111 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=1.049e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=1.048e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 302 iterations, alpha=1.002e-05, previous alpha=9.980e-06, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 222 iterations, alpha=4.137e-05, previous alpha=4.137e-05, with an active set of 183 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=8.326e-05, previous alpha=5.376e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=6.725e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.022e-04, previous alpha=5.328e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.802e-04, previous alpha=6.228e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 212 iterations, i.e. alpha=3.188e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=1.842e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 245 iterations, alpha=1.822e-05, previous alpha=1.782e-05, with an active set of 202 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.029e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.314e-05, previous alpha=3.437e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.678e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=1.594e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 247 iterations, alpha=1.533e-05, previous alpha=1.506e-05, with an active set of 202 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.192e-05, previous alpha=3.300e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.094e-04, previous alpha=3.370e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=7.627e-05, previous alpha=3.499e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 89 iterations, i.e. alpha=1.610e-04, with an active set of 79 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 165 iterations, i.e. alpha=6.357e-05, with an active set of 141 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 261 iterations, i.e. alpha=1.467e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 264 iterations, alpha=1.416e-05, previous alpha=1.350e-05, with an active set of 211 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.769e-05, previous alpha=4.378e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.299e-06, previous alpha=4.206e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 181 iterations, i.e. alpha=5.112e-05, with an active set of 155 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 201 iterations, i.e. alpha=4.248e-05, with an active set of 171 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 216 iterations, i.e. alpha=2.983e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 204 iterations, i.e. alpha=3.981e-05, with an active set of 174 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 205 iterations, alpha=4.004e-05, previous alpha=3.909e-05, with an active set of 174 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=1.924e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=1.913e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.541e-06, previous alpha=3.366e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 256 iterations, alpha=1.919e-05, previous alpha=1.900e-05, with an active set of 203 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=8.244e-05, previous alpha=3.597e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 101 iterations, i.e. alpha=1.479e-04, with an active set of 85 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.569e-04, previous alpha=4.340e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 200 iterations, i.e. alpha=3.440e-05, with an active set of 168 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 222 iterations, i.e. alpha=3.275e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=2.080e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 255 iterations, alpha=2.042e-05, previous alpha=2.039e-05, with an active set of 200 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.355e-05, previous alpha=4.338e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=4.656e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 9.424e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 336 iterations, alpha=4.330e-06, previous alpha=4.318e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.223e-04, previous alpha=4.146e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=1.467e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=1.467e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=9.210e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=9.057e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=2.207e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 292 iterations, alpha=8.852e-06, previous alpha=8.671e-06, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.608e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 267 iterations, alpha=1.577e-05, previous alpha=1.565e-05, with an active set of 206 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.657e-04, previous alpha=4.519e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=6.007e-04, previous alpha=4.986e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 164 iterations, i.e. alpha=5.869e-05, with an active set of 142 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 250 iterations, alpha=1.981e-05, previous alpha=1.981e-05, with an active set of 203 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.930e-04, previous alpha=3.509e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.577e-06, previous alpha=4.811e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.444e-05, previous alpha=4.231e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.926e-05, previous alpha=4.462e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.230e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=9.006e-05, previous alpha=3.783e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=8.319e-06, with an active set of 223 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.817e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=2.048e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=8.244e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 295 iterations, alpha=8.012e-06, previous alpha=7.823e-06, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.646e-04, previous alpha=3.917e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.668e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 261 iterations, alpha=1.530e-05, previous alpha=1.492e-05, with an active set of 214 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 93 iterations, i.e. alpha=1.464e-04, with an active set of 89 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 197 iterations, i.e. alpha=3.931e-05, with an active set of 169 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.336e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=1.326e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.107e-05, previous alpha=3.391e-06, with an active set of 261 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 250 iterations, alpha=8.494e-05, previous alpha=1.729e-05, with an active set of 205 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=8.354e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=5.685e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=8.606e-04, previous alpha=3.854e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.669e-04, previous alpha=4.175e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.183e-04, previous alpha=3.777e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.020e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=9.404e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=5.969e-04, previous alpha=4.283e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=9.175e-05, previous alpha=3.897e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.288e-05, previous alpha=4.137e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=7.645e-05, previous alpha=3.879e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 128 iterations, i.e. alpha=8.845e-05, with an active set of 116 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.356e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 208 iterations, i.e. alpha=3.475e-05, with an active set of 174 regressors, and the smallest cholesky pivot element being 8.816e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 208 iterations, i.e. alpha=3.470e-05, with an active set of 174 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 227 iterations, i.e. alpha=2.343e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=1.948e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 243 iterations, alpha=1.933e-05, previous alpha=1.909e-05, with an active set of 198 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=4.493e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.687e-04, previous alpha=4.377e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.451e-05, previous alpha=3.377e-06, with an active set of 259 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.751e-04, previous alpha=3.992e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.859e-05, previous alpha=4.841e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 228 iterations, i.e. alpha=2.272e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.252e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.155e-06, previous alpha=3.901e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.233e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 311 iterations, alpha=6.593e-06, previous alpha=6.558e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=6.553e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 9.064e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 318 iterations, alpha=6.496e-06, previous alpha=6.437e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.616e-03, previous alpha=4.236e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 116 iterations, i.e. alpha=1.028e-04, with an active set of 106 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.103e-04, previous alpha=3.873e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 217 iterations, i.e. alpha=3.189e-05, with an active set of 173 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.142e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 7.300e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.139e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 7.300e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.139e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 5.960e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.109e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.146e-04, previous alpha=3.851e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.097e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 287 iterations, alpha=1.140e-05, previous alpha=1.056e-05, with an active set of 218 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.140e-05, previous alpha=3.903e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=9.180e-05, previous alpha=4.918e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.195e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=8.011e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=8.432e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 308 iterations, alpha=7.977e-06, previous alpha=7.908e-06, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.187e-04, previous alpha=3.455e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=3.471e-04, previous alpha=3.264e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.737e-04, previous alpha=4.297e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 107 iterations, i.e. alpha=1.300e-04, with an active set of 95 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=1.309e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 223 iterations, i.e. alpha=3.055e-05, with an active set of 179 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.449e-05, previous alpha=2.717e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 224 iterations, alpha=3.055e-05, previous alpha=3.022e-05, with an active set of 179 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=7.641e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 6.322e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 315 iterations, alpha=7.228e-06, previous alpha=7.216e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=7.081e-04, previous alpha=3.212e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.221e-06, previous alpha=4.502e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.023e-05, previous alpha=4.520e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.599e-04, previous alpha=4.210e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.896e-05, previous alpha=4.307e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.380e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=9.152e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 297 iterations, alpha=8.846e-06, previous alpha=8.588e-06, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 130 iterations, i.e. alpha=9.172e-05, with an active set of 112 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=6.366e-04, previous alpha=3.710e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=2.224e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 7.743e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=7.593e-06, previous alpha=4.019e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 292 iterations, alpha=9.163e-06, previous alpha=8.934e-06, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=2.441e-04, previous alpha=3.915e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=8.063e-06, previous alpha=4.122e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.332e-04, previous alpha=4.306e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.998e-04, previous alpha=5.163e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.001e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=5.935e-06, previous alpha=4.465e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.084e-04, previous alpha=2.681e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 128 iterations, i.e. alpha=1.032e-04, with an active set of 110 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 173 iterations, i.e. alpha=5.759e-05, with an active set of 145 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=8.665e-06, previous alpha=3.228e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.411e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 269 iterations, alpha=1.411e-05, previous alpha=1.387e-05, with an active set of 210 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.377e-04, previous alpha=4.067e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.089e-04, previous alpha=4.057e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.459e-04, previous alpha=4.576e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=8.021e-05, previous alpha=5.058e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=2.321e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=6.352e-04, previous alpha=3.675e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=2.248e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 251 iterations, alpha=1.628e-05, previous alpha=1.622e-05, with an active set of 202 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.273e-04, previous alpha=4.187e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.133e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 132 iterations, i.e. alpha=9.501e-05, with an active set of 114 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 188 iterations, i.e. alpha=5.271e-05, with an active set of 156 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 340 iterations, i.e. alpha=4.588e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 188 iterations, i.e. alpha=5.262e-05, with an active set of 156 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.989e-05, previous alpha=3.801e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=2.636e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=7.727e-05, previous alpha=4.331e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=2.536e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 243 iterations, alpha=2.541e-05, previous alpha=2.514e-05, with an active set of 188 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.371e-05, previous alpha=4.792e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.627e-04, previous alpha=4.459e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 215 iterations, i.e. alpha=3.388e-05, with an active set of 177 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 230 iterations, i.e. alpha=2.910e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.437e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 325 iterations, i.e. alpha=6.467e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.493e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=6.151e-06, previous alpha=6.131e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=1.047e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.227e-04, previous alpha=5.169e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=8.743e-06, previous alpha=4.271e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=4.825e-04, previous alpha=6.058e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 225 iterations, i.e. alpha=2.622e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 117 iterations, i.e. alpha=1.162e-04, with an active set of 103 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 253 iterations, i.e. alpha=1.843e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 258 iterations, alpha=1.622e-05, previous alpha=1.608e-05, with an active set of 205 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=2.558e-04, previous alpha=4.541e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 205 iterations, i.e. alpha=5.271e-05, with an active set of 163 regressors, and the smallest cholesky pivot element being 9.424e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 205 iterations, i.e. alpha=5.262e-05, with an active set of 163 regressors, and the smallest cholesky pivot element being 9.424e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 205 iterations, i.e. alpha=5.259e-05, with an active set of 163 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 213 iterations, alpha=4.836e-05, previous alpha=4.810e-05, with an active set of 170 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=6.977e-04, previous alpha=4.426e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=6.093e-04, previous alpha=5.684e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.731e-04, previous alpha=5.644e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=5.013e-04, previous alpha=4.403e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.275e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.789e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=7.163e-06, previous alpha=3.866e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=7.017e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 332 iterations, alpha=6.520e-06, previous alpha=6.512e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=2.542e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=2.279e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 116 iterations, i.e. alpha=1.140e-04, with an active set of 104 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=5.907e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 7.224e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=1.252e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=1.072e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.802e-05, previous alpha=4.932e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=4.924e-06, previous alpha=4.766e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.187e-04, previous alpha=5.613e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.443e-04, previous alpha=5.659e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.650e-04, previous alpha=5.422e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=1.929e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.057e-04, previous alpha=5.548e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=2.239e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=2.158e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.673e-06, previous alpha=5.694e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 253 iterations, i.e. alpha=2.074e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.251e-05, previous alpha=4.521e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=9.526e-05, previous alpha=5.127e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 106 iterations, i.e. alpha=1.251e-04, with an active set of 96 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 125 iterations, i.e. alpha=1.043e-04, with an active set of 111 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.383e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=1.001e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 303 iterations, alpha=9.978e-06, previous alpha=9.948e-06, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=7.067e-05, previous alpha=5.214e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 247 iterations, alpha=3.320e-05, previous alpha=3.307e-05, with an active set of 186 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.544e-04, previous alpha=5.290e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.352e-03, previous alpha=6.111e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.494e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.493e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 285 iterations, alpha=1.461e-05, previous alpha=1.429e-05, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.612e-04, previous alpha=4.519e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 256 iterations, i.e. alpha=2.534e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 231 iterations, i.e. alpha=3.130e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=2.676e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 309 iterations, alpha=1.065e-05, previous alpha=1.064e-05, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.865e-04, previous alpha=5.840e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.363e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 295 iterations, alpha=1.281e-05, previous alpha=1.265e-05, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 110 iterations, i.e. alpha=1.290e-04, with an active set of 100 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.392e-04, previous alpha=5.607e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=3.228e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 240 iterations, alpha=2.889e-05, previous alpha=2.886e-05, with an active set of 189 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=7.389e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 345 iterations, i.e. alpha=7.337e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.057e-04, previous alpha=6.760e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=7.125e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=7.048e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 335 iterations, alpha=6.800e-06, previous alpha=6.771e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=1.074e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=1.072e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 307 iterations, alpha=1.067e-05, previous alpha=1.066e-05, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=7.083e-04, previous alpha=4.549e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=2.166e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.000e-03, previous alpha=5.276e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=7.811e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=4.956e-04, previous alpha=5.971e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 108 iterations, i.e. alpha=1.302e-04, with an active set of 98 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=2.080e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 208 iterations, i.e. alpha=4.749e-05, with an active set of 170 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 213 iterations, alpha=4.550e-05, previous alpha=4.466e-05, with an active set of 174 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.729e-05, previous alpha=6.574e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 360 iterations, alpha=5.265e-05, previous alpha=4.364e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.047e-05, previous alpha=6.280e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=5.799e-04, previous alpha=5.616e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 213 iterations, i.e. alpha=3.697e-05, with an active set of 181 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=6.695e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=6.609e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.769e-05, previous alpha=4.964e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=2.666e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=1.127e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 300 iterations, alpha=1.127e-05, previous alpha=1.103e-05, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.103e-05, previous alpha=4.809e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.616e-04, previous alpha=4.523e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 93 iterations, i.e. alpha=1.580e-04, with an active set of 85 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 238 iterations, i.e. alpha=2.683e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=5.182e-06, with an active set of 253 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 342 iterations, alpha=5.176e-06, previous alpha=5.137e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=7.498e-05, previous alpha=7.338e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 340 iterations, i.e. alpha=6.194e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=9.118e-05, previous alpha=5.232e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=5.337e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=5.334e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=6.978e-06, previous alpha=4.529e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=1.906e-05, previous alpha=4.074e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 201 iterations, i.e. alpha=4.091e-05, with an active set of 173 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 205 iterations, i.e. alpha=3.851e-05, with an active set of 175 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 226 iterations, alpha=2.986e-05, previous alpha=2.984e-05, with an active set of 195 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=5.160e-04, previous alpha=4.152e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.548e-04, previous alpha=4.417e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.382e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=5.540e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 98 iterations, i.e. alpha=1.549e-04, with an active set of 86 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 107 iterations, i.e. alpha=1.318e-04, with an active set of 93 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=3.622e-04, previous alpha=3.557e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=4.342e-05, previous alpha=4.144e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 118 iterations, alpha=1.154e-04, previous alpha=1.153e-04, with an active set of 103 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=6.675e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.299e-05, previous alpha=3.989e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.389e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=9.205e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=8.771e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 300 iterations, alpha=8.833e-06, previous alpha=8.726e-06, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.104e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.103e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.091e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 304 iterations, alpha=9.518e-06, previous alpha=9.463e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 233 iterations, i.e. alpha=2.495e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=2.495e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 237 iterations, alpha=2.324e-05, previous alpha=2.323e-05, with an active set of 198 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 256 iterations, i.e. alpha=1.960e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.360e-04, previous alpha=4.748e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 345 iterations, i.e. alpha=6.696e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.063e-06, previous alpha=6.679e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=3.444e-04, previous alpha=5.146e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=7.822e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 100 iterations, i.e. alpha=1.385e-04, with an active set of 90 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=6.534e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 323 iterations, alpha=6.407e-06, previous alpha=6.345e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=6.972e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 253 iterations, i.e. alpha=2.123e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 271 iterations, alpha=1.639e-05, previous alpha=1.639e-05, with an active set of 208 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=7.004e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=6.498e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=7.568e-05, previous alpha=3.891e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=6.485e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 338 iterations, alpha=6.485e-06, previous alpha=6.360e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=2.810e-05, previous alpha=4.543e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 201 iterations, i.e. alpha=4.551e-05, with an active set of 169 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.107e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.922e-05, previous alpha=5.037e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=8.432e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.557e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=8.417e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 7.814e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.388e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.385e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 293 iterations, alpha=1.296e-05, previous alpha=1.292e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=8.410e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 7.814e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=4.756e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 8.560e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.324e-04, previous alpha=4.557e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=2.040e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.121e-04, previous alpha=4.742e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=7.537e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 118 iterations, i.e. alpha=1.076e-04, with an active set of 104 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 311 iterations, alpha=7.495e-06, previous alpha=7.242e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.092e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.088e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.085e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=2.147e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.586e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 350 iterations, i.e. alpha=5.440e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.579e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 350 iterations, i.e. alpha=5.256e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.210e-04, previous alpha=5.153e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.045e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.039e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 300 iterations, alpha=9.606e-06, previous alpha=9.571e-06, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=1.517e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.192e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=5.895e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 338 iterations, alpha=5.655e-06, previous alpha=5.547e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=4.380e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.399e-04, previous alpha=4.306e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=6.401e-06, previous alpha=4.877e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=5.206e-06, with an active set of 251 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 227 iterations, i.e. alpha=2.963e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=5.162e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=5.140e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 229 iterations, i.e. alpha=2.926e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=2.607e-04, previous alpha=4.720e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=1.381e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=1.078e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 9.771e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 320 iterations, alpha=1.078e-05, previous alpha=1.072e-05, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=6.994e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=2.153e-04, previous alpha=4.687e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 312 iterations, alpha=6.894e-06, previous alpha=6.683e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 98 iterations, i.e. alpha=1.545e-04, with an active set of 86 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 118 iterations, i.e. alpha=1.111e-04, with an active set of 104 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=2.551e-05, previous alpha=4.182e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 249 iterations, alpha=2.688e-05, previous alpha=2.685e-05, with an active set of 202 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=8.883e-06, with an active set of 223 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=8.790e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=5.869e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 328 iterations, alpha=5.803e-06, previous alpha=5.751e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=4.149e-05, previous alpha=4.390e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 217 iterations, i.e. alpha=3.307e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=6.649e-06, previous alpha=4.997e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.749e-05, previous alpha=5.139e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.068e-05, with an active set of 233 regressors, and the smallest cholesky pivot element being 8.878e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.901e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.064e-05, with an active set of 233 regressors, and the smallest cholesky pivot element being 8.878e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.060e-05, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 309 iterations, alpha=7.919e-06, previous alpha=7.746e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=5.834e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 344 iterations, alpha=5.834e-06, previous alpha=5.818e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 96 iterations, i.e. alpha=1.518e-04, with an active set of 88 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 196 iterations, i.e. alpha=4.908e-05, with an active set of 170 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=2.489e-05, previous alpha=3.425e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=2.129e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 9.940e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=2.128e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 9.940e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 265 iterations, alpha=2.126e-05, previous alpha=2.102e-05, with an active set of 202 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=2.759e-05, previous alpha=4.672e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.164e-04, previous alpha=4.601e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=7.306e-06, previous alpha=3.896e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 233 iterations, i.e. alpha=2.852e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=2.849e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=6.823e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=2.843e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.789e-04, previous alpha=5.425e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=8.473e-06, previous alpha=4.173e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.424e-05, previous alpha=1.424e-05, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=7.658e-05, previous alpha=5.414e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=1.756e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 126 iterations, i.e. alpha=1.065e-04, with an active set of 108 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 165 iterations, i.e. alpha=7.086e-05, with an active set of 143 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=7.601e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 227 iterations, i.e. alpha=3.196e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 227 iterations, i.e. alpha=3.195e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=5.280e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 340 iterations, alpha=5.280e-06, previous alpha=5.224e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.238e-05, previous alpha=4.518e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.598e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.570e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 8.025e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=1.040e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 274 iterations, alpha=1.523e-05, previous alpha=1.484e-05, with an active set of 213 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=2.089e-05, previous alpha=6.825e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=7.852e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 321 iterations, i.e. alpha=6.521e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 322 iterations, alpha=6.521e-06, previous alpha=6.396e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.346e-05, previous alpha=4.600e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=5.777e-06, previous alpha=5.069e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 221 iterations, i.e. alpha=3.131e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=3.094e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 227 iterations, alpha=2.968e-05, previous alpha=2.871e-05, with an active set of 188 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=5.756e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 102 iterations, i.e. alpha=1.384e-04, with an active set of 92 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=1.579e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.353e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=7.816e-04, previous alpha=4.496e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 270 iterations, alpha=1.490e-05, previous alpha=1.477e-05, with an active set of 209 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 360 iterations, alpha=4.350e-05, previous alpha=3.609e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=5.835e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=9.174e-06, previous alpha=4.637e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.011e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.084e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=4.796e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=2.390e-05, previous alpha=4.589e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.804e-05, previous alpha=4.355e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.574e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=9.206e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 187 iterations, i.e. alpha=4.891e-05, with an active set of 163 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=7.553e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 311 iterations, alpha=9.067e-06, previous alpha=9.046e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 320 iterations, i.e. alpha=7.447e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=6.326e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=6.326e-06, previous alpha=6.215e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.649e-04, previous alpha=5.208e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=2.142e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 221 iterations, i.e. alpha=3.280e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.325e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 135 iterations, i.e. alpha=1.013e-04, with an active set of 119 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 289 iterations, alpha=1.228e-05, previous alpha=1.225e-05, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.427e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=1.951e-05, previous alpha=4.054e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=1.962e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=1.927e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=1.918e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=1.917e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.163e-04, previous alpha=6.687e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=9.636e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=9.636e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 311 iterations, alpha=8.908e-06, previous alpha=8.832e-06, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 253 iterations, i.e. alpha=1.843e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.804e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 263 iterations, alpha=1.667e-05, previous alpha=1.658e-05, with an active set of 212 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.672e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=8.237e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 353 iterations, i.e. alpha=4.809e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=3.823e-05, previous alpha=4.717e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=7.647e-05, previous alpha=5.386e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 206 iterations, i.e. alpha=3.849e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=8.169e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.398e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 279 iterations, alpha=1.366e-05, previous alpha=1.360e-05, with an active set of 224 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.890e-04, previous alpha=6.067e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.949e-05, previous alpha=4.477e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=1.743e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 132 iterations, i.e. alpha=1.044e-04, with an active set of 120 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.441e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 9.541e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 253 iterations, alpha=2.263e-05, previous alpha=2.208e-05, with an active set of 204 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.693e-06, previous alpha=4.643e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=9.304e-06, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=6.650e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=7.066e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=7.064e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=4.050e-05, previous alpha=5.304e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=6.991e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 5.053e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 325 iterations, alpha=6.979e-06, previous alpha=6.853e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=9.863e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=8.813e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=8.781e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 317 iterations, alpha=7.809e-06, previous alpha=7.766e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=3.301e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.901e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=4.910e-05, previous alpha=4.945e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=1.047e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=1.044e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=1.024e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 6.829e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 307 iterations, alpha=9.910e-06, previous alpha=9.639e-06, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 350 iterations, i.e. alpha=5.814e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=5.511e-04, previous alpha=5.452e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 360 iterations, alpha=1.382e-04, previous alpha=4.845e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=2.309e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 89 iterations, i.e. alpha=1.688e-04, with an active set of 81 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 205 iterations, i.e. alpha=4.015e-05, with an active set of 171 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 206 iterations, i.e. alpha=4.004e-05, with an active set of 172 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 342 iterations, alpha=5.900e-06, previous alpha=5.900e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.567e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=9.145e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 274 iterations, alpha=1.531e-05, previous alpha=1.526e-05, with an active set of 217 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 323 iterations, i.e. alpha=6.563e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 327 iterations, alpha=6.145e-06, previous alpha=6.109e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=1.326e-04, previous alpha=5.103e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.561e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=7.328e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 321 iterations, alpha=6.841e-06, previous alpha=6.672e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 246 iterations, i.e. alpha=2.603e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 213 iterations, i.e. alpha=3.898e-05, with an active set of 175 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=7.085e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=6.935e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 6.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 339 iterations, alpha=6.370e-06, previous alpha=6.079e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.463e-05, previous alpha=5.266e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 264 iterations, alpha=1.903e-05, previous alpha=1.903e-05, with an active set of 207 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.444e-04, previous alpha=4.982e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 94 iterations, i.e. alpha=1.723e-04, with an active set of 86 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 108 iterations, i.e. alpha=1.263e-04, with an active set of 96 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 270 iterations, alpha=2.738e-05, previous alpha=2.702e-05, with an active set of 201 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.541e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=6.497e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.224e-04, previous alpha=4.669e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=2.145e-05, previous alpha=4.081e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.066e-05, previous alpha=5.958e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=1.053e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=1.599e-05, previous alpha=3.470e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 216 iterations, i.e. alpha=4.398e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 334 iterations, alpha=6.239e-06, previous alpha=6.239e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=1.286e-05, previous alpha=4.936e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=8.289e-06, previous alpha=6.367e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=6.516e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=1.998e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 263 iterations, alpha=1.872e-05, previous alpha=1.844e-05, with an active set of 204 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.215e-05, previous alpha=5.560e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=8.855e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=8.750e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=8.707e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.564e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=7.510e-05, previous alpha=4.976e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.107e-04, previous alpha=5.629e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=7.912e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=7.841e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=7.841e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 335 iterations, alpha=6.158e-06, previous alpha=6.129e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=7.007e-06, previous alpha=5.103e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 235 iterations, i.e. alpha=3.295e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 278 iterations, alpha=1.786e-05, previous alpha=1.786e-05, with an active set of 215 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=9.100e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=4.530e-04, previous alpha=5.306e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.269e-05, previous alpha=4.162e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 340 iterations, i.e. alpha=6.186e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 341 iterations, alpha=6.115e-06, previous alpha=6.072e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 99 iterations, i.e. alpha=1.533e-04, with an active set of 93 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 173 iterations, i.e. alpha=6.354e-05, with an active set of 153 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=1.806e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.804e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.760e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 267 iterations, alpha=1.773e-05, previous alpha=1.751e-05, with an active set of 208 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 207 iterations, i.e. alpha=4.242e-05, with an active set of 171 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=1.069e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 315 iterations, alpha=9.448e-06, previous alpha=9.414e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=1.913e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 9.940e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=6.763e-06, previous alpha=6.690e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 259 iterations, alpha=1.929e-05, previous alpha=1.893e-05, with an active set of 208 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.848e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 342 iterations, alpha=5.971e-06, previous alpha=5.971e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 195 iterations, i.e. alpha=4.913e-05, with an active set of 165 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 208 iterations, i.e. alpha=4.453e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 210 iterations, alpha=4.431e-05, previous alpha=4.423e-05, with an active set of 179 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 355 iterations, i.e. alpha=6.390e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 9.996e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=2.310e-04, previous alpha=6.316e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.654e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=9.614e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 203 iterations, i.e. alpha=4.588e-05, with an active set of 163 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 309 iterations, alpha=9.436e-06, previous alpha=9.164e-06, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.165e-05, previous alpha=5.411e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 105 iterations, i.e. alpha=1.296e-04, with an active set of 95 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 357 iterations, i.e. alpha=6.298e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.758e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=4.000e-05, previous alpha=6.285e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 210 iterations, i.e. alpha=4.030e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 4.470e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 218 iterations, alpha=3.757e-05, previous alpha=3.704e-05, with an active set of 185 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=2.013e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=6.704e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 5.268e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=6.663e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 342 iterations, alpha=6.498e-06, previous alpha=6.429e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=2.832e-05, previous alpha=5.800e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.952e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=6.497e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 7.068e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=6.482e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 331 iterations, alpha=6.497e-06, previous alpha=6.371e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.470e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=4.016e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.857e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.663e-04, previous alpha=6.014e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=7.704e-05, previous alpha=5.495e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=6.345e-05, previous alpha=5.346e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=2.629e-05, previous alpha=5.503e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 106 iterations, i.e. alpha=1.267e-04, with an active set of 96 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 116 iterations, i.e. alpha=1.045e-04, with an active set of 106 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 133 iterations, alpha=9.051e-05, previous alpha=8.991e-05, with an active set of 122 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.468e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=5.790e-06, previous alpha=4.126e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=6.810e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.676e-05, previous alpha=6.010e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=7.269e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.184e-05, previous alpha=5.789e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.791e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 359 iterations, i.e. alpha=4.810e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 4.712e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 359 iterations, i.e. alpha=4.771e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 8.752e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 360 iterations, alpha=7.383e-05, previous alpha=4.763e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=1.967e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=2.177e-05, previous alpha=4.690e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=6.134e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 6.322e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=6.125e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 6.322e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.912e-06, previous alpha=5.776e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.996e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=2.026e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 337 iterations, alpha=6.085e-06, previous alpha=5.834e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 343 iterations, alpha=8.157e-06, previous alpha=8.149e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=4.919e-06, previous alpha=4.913e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=2.571e-04, previous alpha=6.847e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.776e-05, previous alpha=6.309e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.872e-05, previous alpha=4.912e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.006e-04, previous alpha=5.444e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 210 iterations, i.e. alpha=4.563e-05, with an active set of 170 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=1.214e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=1.209e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=1.818e-05, previous alpha=5.430e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=6.053e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 345 iterations, i.e. alpha=6.748e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=6.739e-06, previous alpha=6.707e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=3.252e-05, previous alpha=5.033e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=1.002e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=9.450e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 112 iterations, i.e. alpha=1.323e-04, with an active set of 94 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 334 iterations, alpha=7.554e-06, previous alpha=7.546e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 113 iterations, i.e. alpha=1.290e-04, with an active set of 95 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 221 iterations, i.e. alpha=3.710e-05, with an active set of 179 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 164 iterations, alpha=6.887e-05, previous alpha=6.803e-05, with an active set of 145 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.806e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=1.176e-05, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=1.007e-05, with an active set of 232 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 317 iterations, alpha=1.007e-05, previous alpha=9.720e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=9.112e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=9.085e-06, previous alpha=6.377e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.813e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.275e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=1.164e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=6.653e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=6.635e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 8.689e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 332 iterations, alpha=6.592e-06, previous alpha=6.518e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 353 iterations, i.e. alpha=4.555e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=9.699e-06, previous alpha=4.555e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 229 iterations, i.e. alpha=3.615e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=3.213e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.562e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 5.960e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=1.553e-05, previous alpha=1.547e-05, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=5.124e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.209e-04, previous alpha=5.788e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.963e-04, previous alpha=5.721e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.880e-04, previous alpha=4.662e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 108 iterations, i.e. alpha=1.293e-04, with an active set of 94 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 111 iterations, i.e. alpha=1.260e-04, with an active set of 97 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.586e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 173 iterations, i.e. alpha=6.035e-05, with an active set of 153 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=7.301e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=7.104e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 218 iterations, i.e. alpha=3.687e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 336 iterations, alpha=7.197e-06, previous alpha=7.025e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 218 iterations, i.e. alpha=3.681e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=1.068e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 251 iterations, alpha=2.594e-05, previous alpha=2.563e-05, with an active set of 198 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.433e-04, previous alpha=5.735e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=2.100e-04, previous alpha=6.753e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=1.296e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=2.650e-05, previous alpha=6.235e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=7.093e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=6.664e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=8.791e-04, previous alpha=6.596e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.897e-05, previous alpha=5.457e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=1.156e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=1.215e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=6.010e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 7.743e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=5.883e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 7.451e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=5.663e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=5.990e-06, previous alpha=5.605e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.188e-04, previous alpha=6.355e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.903e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 118 iterations, i.e. alpha=1.080e-04, with an active set of 108 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 150 iterations, i.e. alpha=8.227e-05, with an active set of 138 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 150 iterations, i.e. alpha=8.216e-05, with an active set of 138 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=1.791e-04, previous alpha=5.009e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 155 iterations, alpha=7.696e-05, previous alpha=7.694e-05, with an active set of 142 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.344e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.563e-05, previous alpha=6.618e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.594e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=2.324e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=8.742e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=8.683e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 9.771e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 320 iterations, alpha=8.608e-06, previous alpha=8.585e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=1.332e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 299 iterations, alpha=1.326e-05, previous alpha=1.313e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 222 iterations, i.e. alpha=3.354e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=2.232e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.764e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=2.361e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=2.335e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.728e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 247 iterations, alpha=2.274e-05, previous alpha=2.163e-05, with an active set of 206 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.336e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=8.918e-05, previous alpha=3.516e-06, with an active set of 263 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=5.851e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=5.790e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.007e-04, previous alpha=4.144e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=5.733e-06, previous alpha=5.634e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.024e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.009e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=9.844e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 113 iterations, i.e. alpha=1.215e-04, with an active set of 97 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 296 iterations, alpha=9.864e-06, previous alpha=9.796e-06, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 195 iterations, i.e. alpha=4.757e-05, with an active set of 165 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=2.809e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 239 iterations, alpha=2.554e-05, previous alpha=2.548e-05, with an active set of 192 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=9.462e-05, previous alpha=4.682e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=7.982e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.206e-05, previous alpha=3.511e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=5.930e-06, previous alpha=4.513e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 213 iterations, i.e. alpha=4.058e-05, with an active set of 181 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=1.865e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=1.836e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=1.830e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=9.180e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=7.108e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 315 iterations, alpha=6.978e-06, previous alpha=6.913e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.403e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.401e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=9.342e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 285 iterations, alpha=1.378e-05, previous alpha=1.370e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 305 iterations, alpha=9.168e-06, previous alpha=9.164e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=4.762e-04, previous alpha=4.245e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 93 iterations, i.e. alpha=1.487e-04, with an active set of 83 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 108 iterations, i.e. alpha=1.247e-04, with an active set of 98 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 109 iterations, alpha=1.244e-04, previous alpha=1.241e-04, with an active set of 98 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=3.055e-05, previous alpha=3.532e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=7.421e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=6.782e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 326 iterations, alpha=6.589e-06, previous alpha=6.504e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.765e-04, previous alpha=3.538e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=4.328e-06, previous alpha=4.220e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=1.414e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.284e-05, previous alpha=5.029e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 216 iterations, i.e. alpha=3.647e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.005e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.501e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=6.212e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 347 iterations, i.e. alpha=3.807e-06, with an active set of 261 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.751e-04, previous alpha=4.582e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.162e-05, previous alpha=3.709e-06, with an active set of 261 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=2.776e-05, previous alpha=3.821e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=8.150e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 110 iterations, i.e. alpha=1.179e-04, with an active set of 98 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=4.538e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 339 iterations, alpha=4.523e-06, previous alpha=4.390e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 187 iterations, i.e. alpha=5.310e-05, with an active set of 157 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 191 iterations, alpha=5.216e-05, previous alpha=5.184e-05, with an active set of 158 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=6.315e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.438e-06, previous alpha=5.355e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=6.335e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.111e-04, previous alpha=4.606e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=8.206e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=8.093e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=6.325e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 333 iterations, alpha=5.750e-06, previous alpha=5.746e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=2.197e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.062e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 285 iterations, alpha=1.061e-05, previous alpha=1.026e-05, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 363 iterations, alpha=1.036e-04, previous alpha=3.585e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.832e-06, previous alpha=3.827e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=1.482e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=5.449e-04, previous alpha=4.575e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 95 iterations, i.e. alpha=1.541e-04, with an active set of 85 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 340 iterations, i.e. alpha=4.270e-06, with an active set of 252 regressors, and the smallest cholesky pivot element being 9.125e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=4.150e-06, with an active set of 255 regressors, and the smallest cholesky pivot element being 9.125e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=4.128e-06, with an active set of 255 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=4.112e-06, previous alpha=3.982e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 229 iterations, i.e. alpha=2.924e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=2.337e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 252 iterations, alpha=2.058e-05, previous alpha=2.053e-05, with an active set of 205 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.059e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.084e-05, previous alpha=4.524e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=4.283e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=6.038e-04, previous alpha=4.102e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=1.044e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 321 iterations, i.e. alpha=8.552e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 325 iterations, alpha=8.098e-06, previous alpha=7.796e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=1.439e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=9.619e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 192 iterations, i.e. alpha=4.814e-05, with an active set of 168 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=5.125e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.616e-05, previous alpha=3.753e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.270e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.013e-04, previous alpha=4.247e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=6.149e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=5.634e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 329 iterations, alpha=5.582e-06, previous alpha=5.489e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 339 iterations, alpha=3.990e-06, previous alpha=3.982e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 213 iterations, i.e. alpha=3.028e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 113 iterations, i.e. alpha=1.082e-04, with an active set of 101 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 214 iterations, i.e. alpha=3.177e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 215 iterations, i.e. alpha=3.172e-05, with an active set of 181 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 230 iterations, i.e. alpha=2.352e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 222 iterations, alpha=3.006e-05, previous alpha=2.904e-05, with an active set of 187 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 243 iterations, i.e. alpha=2.004e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.367e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.095e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 325 iterations, alpha=7.028e-06, previous alpha=6.749e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=5.135e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=4.722e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=4.433e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 7.300e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.482e-04, previous alpha=5.114e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=4.957e-06, previous alpha=4.411e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.549e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=5.614e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=6.203e-06, previous alpha=4.507e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=1.582e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=5.413e-06, with an active set of 252 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 335 iterations, alpha=5.278e-06, previous alpha=5.001e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 361 iterations, alpha=3.867e-05, previous alpha=3.026e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.044e-04, previous alpha=3.723e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=6.614e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 114 iterations, i.e. alpha=1.079e-04, with an active set of 102 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.463e-04, previous alpha=4.561e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 184 iterations, i.e. alpha=5.117e-05, with an active set of 164 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 186 iterations, alpha=5.100e-05, previous alpha=5.038e-05, with an active set of 165 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.666e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.501e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.220e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=7.104e-06, previous alpha=4.714e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=6.437e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=6.262e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=8.649e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=7.588e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 345 iterations, i.e. alpha=4.701e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 345 iterations, i.e. alpha=4.679e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 353 iterations, i.e. alpha=5.462e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=2.895e-05, previous alpha=5.419e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.316e-04, previous alpha=4.586e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.001e-04, previous alpha=5.461e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=2.073e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 222 iterations, i.e. alpha=2.881e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.624e-04, previous alpha=4.741e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=2.215e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.000e-04, previous alpha=5.768e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=7.516e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 328 iterations, alpha=7.516e-06, previous alpha=7.511e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=3.196e-04, previous alpha=3.563e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 97 iterations, i.e. alpha=1.526e-04, with an active set of 87 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 348 iterations, i.e. alpha=5.385e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 350 iterations, i.e. alpha=5.331e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=4.919e-06, previous alpha=4.817e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 188 iterations, alpha=5.993e-05, previous alpha=5.941e-05, with an active set of 159 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.356e-04, previous alpha=4.741e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.275e-04, previous alpha=4.437e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=3.857e-06, previous alpha=3.564e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 202 iterations, i.e. alpha=3.960e-05, with an active set of 172 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 204 iterations, i.e. alpha=3.870e-05, with an active set of 174 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 205 iterations, alpha=3.870e-05, previous alpha=3.862e-05, with an active set of 174 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=6.472e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=5.979e-04, previous alpha=4.677e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=4.215e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=4.039e-06, previous alpha=3.942e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=6.597e-05, previous alpha=4.806e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=2.258e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=2.243e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 245 iterations, alpha=2.127e-05, previous alpha=2.118e-05, with an active set of 202 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=1.896e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.888e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=1.727e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.448e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.330e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 293 iterations, alpha=1.093e-05, previous alpha=1.061e-05, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.134e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=2.104e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.059e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.059e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=5.610e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.053e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.044e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 5.268e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.857e-05, previous alpha=5.100e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 335 iterations, alpha=5.457e-06, previous alpha=5.424e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=5.296e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.228e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 5.867e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 328 iterations, alpha=5.243e-06, previous alpha=5.096e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 230 iterations, i.e. alpha=2.942e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=2.383e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 245 iterations, alpha=2.383e-05, previous alpha=2.378e-05, with an active set of 200 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.903e-05, previous alpha=4.465e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.223e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.101e-04, previous alpha=3.554e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=9.007e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.587e-04, previous alpha=5.345e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 361 iterations, alpha=7.411e-05, previous alpha=3.727e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.286e-04, previous alpha=5.149e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.164e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=7.696e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=7.696e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=7.851e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.123e-04, previous alpha=4.642e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.267e-04, previous alpha=3.937e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=5.157e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=1.862e-05, previous alpha=3.688e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 205 iterations, i.e. alpha=4.041e-05, with an active set of 177 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=6.610e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 219 iterations, i.e. alpha=3.445e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 219 iterations, i.e. alpha=3.443e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.117e-04, previous alpha=5.133e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.723e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 269 iterations, alpha=1.723e-05, previous alpha=1.719e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.071e-04, previous alpha=4.905e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=4.037e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=2.805e-04, previous alpha=3.519e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 233 iterations, i.e. alpha=2.822e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 130 iterations, i.e. alpha=1.013e-04, with an active set of 116 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.372e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=2.018e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 270 iterations, alpha=1.363e-05, previous alpha=1.357e-05, with an active set of 217 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 193 iterations, i.e. alpha=4.762e-05, with an active set of 167 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 232 iterations, i.e. alpha=2.736e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.412e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=2.104e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 350 iterations, i.e. alpha=9.216e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.788e-05, previous alpha=9.208e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 262 iterations, alpha=1.602e-05, previous alpha=1.591e-05, with an active set of 205 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.049e-04, previous alpha=5.188e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=8.593e-06, with an active set of 223 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=7.264e-06, previous alpha=4.364e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 205 iterations, i.e. alpha=4.238e-05, with an active set of 167 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 227 iterations, i.e. alpha=3.492e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 230 iterations, i.e. alpha=3.297e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 239 iterations, i.e. alpha=3.233e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.357e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 298 iterations, alpha=1.309e-05, previous alpha=1.301e-05, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=2.282e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.491e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 4.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=1.474e-05, previous alpha=1.454e-05, with an active set of 218 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=7.151e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 334 iterations, alpha=6.828e-06, previous alpha=6.723e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=7.667e-06, previous alpha=4.687e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 91 iterations, i.e. alpha=1.762e-04, with an active set of 81 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 219 iterations, i.e. alpha=4.373e-05, with an active set of 173 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=1.234e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 224 iterations, alpha=4.164e-05, previous alpha=4.163e-05, with an active set of 177 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=6.171e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=6.119e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 4.593e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 340 iterations, alpha=6.118e-06, previous alpha=5.848e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.751e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=5.232e-04, previous alpha=5.876e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.202e-05, previous alpha=6.191e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 351 iterations, i.e. alpha=5.474e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=1.125e-04, previous alpha=5.199e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.747e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=1.085e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 324 iterations, alpha=9.221e-06, previous alpha=9.033e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=3.567e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.487e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=1.149e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 300 iterations, alpha=1.148e-05, previous alpha=1.143e-05, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.553e-04, previous alpha=5.157e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.662e-05, previous alpha=5.110e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 99 iterations, i.e. alpha=1.384e-04, with an active set of 87 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=2.716e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 151 iterations, i.e. alpha=7.889e-05, with an active set of 131 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 159 iterations, i.e. alpha=7.184e-05, with an active set of 137 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=7.955e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 5.576e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=7.888e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 4.081e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=7.836e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 4.081e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 334 iterations, alpha=7.417e-06, previous alpha=7.270e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 239 iterations, i.e. alpha=3.717e-05, with an active set of 179 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 275 iterations, alpha=2.882e-05, previous alpha=2.881e-05, with an active set of 190 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.186e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.172e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.169e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.636e-04, previous alpha=4.467e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 287 iterations, alpha=1.123e-05, previous alpha=1.099e-05, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.457e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.189e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=1.092e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=1.056e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 7.885e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 299 iterations, alpha=1.098e-05, previous alpha=1.042e-05, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 225 iterations, i.e. alpha=3.042e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=3.033e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 227 iterations, alpha=3.032e-05, previous alpha=3.028e-05, with an active set of 190 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=3.105e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.931e-05, previous alpha=5.151e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.693e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 284 iterations, alpha=1.528e-05, previous alpha=1.503e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=4.806e-05, previous alpha=6.214e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.560e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 102 iterations, i.e. alpha=1.421e-04, with an active set of 88 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=4.264e-06, previous alpha=4.248e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 208 iterations, i.e. alpha=4.919e-05, with an active set of 170 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=6.136e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.436e-04, previous alpha=4.737e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=1.303e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=1.037e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=9.835e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 4.470e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 317 iterations, alpha=9.683e-06, previous alpha=9.368e-06, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=9.167e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=9.090e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 303 iterations, alpha=9.119e-06, previous alpha=9.084e-06, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.065e-04, previous alpha=1.094e-05, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.455e-05, previous alpha=6.549e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.040e-04, previous alpha=5.906e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=5.895e-06, previous alpha=5.050e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=7.946e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=3.231e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=2.829e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 244 iterations, alpha=2.752e-05, previous alpha=2.742e-05, with an active set of 191 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 103 iterations, i.e. alpha=1.363e-04, with an active set of 89 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.802e-04, previous alpha=5.785e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 210 iterations, i.e. alpha=4.357e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 213 iterations, alpha=4.053e-05, previous alpha=4.002e-05, with an active set of 178 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.441e-05, previous alpha=5.926e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.379e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=6.806e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.600e-06, previous alpha=5.369e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=6.348e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=6.337e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=6.280e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.496e-05, previous alpha=5.827e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 227 iterations, i.e. alpha=3.456e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.468e-05, previous alpha=6.071e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.441e-05, previous alpha=4.779e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.158e-04, previous alpha=6.707e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.870e-04, previous alpha=6.667e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.322e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.321e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 296 iterations, alpha=1.242e-05, previous alpha=1.221e-05, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=9.276e-06, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=8.247e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=7.097e-04, previous alpha=5.592e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.055e-05, previous alpha=7.204e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.916e-04, previous alpha=6.735e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=1.086e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=3.480e-05, previous alpha=5.362e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.267e-06, with an active set of 259 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.254e-06, with an active set of 259 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 210 iterations, i.e. alpha=3.930e-05, with an active set of 174 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.135e-06, with an active set of 259 regressors, and the smallest cholesky pivot element being 6.989e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.119e-06, previous alpha=4.973e-06, with an active set of 261 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 261 iterations, i.e. alpha=1.721e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=1.827e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.567e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.550e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 7.885e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 280 iterations, alpha=1.551e-05, previous alpha=1.523e-05, with an active set of 217 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 340 iterations, i.e. alpha=5.077e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 4.081e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.135e-05, previous alpha=5.074e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.187e-05, previous alpha=4.681e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.163e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.001e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 115 iterations, i.e. alpha=1.184e-04, with an active set of 99 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=9.762e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 7.300e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 170 iterations, i.e. alpha=6.449e-05, with an active set of 148 regressors, and the smallest cholesky pivot element being 8.816e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 176 iterations, alpha=6.348e-05, previous alpha=6.332e-05, with an active set of 153 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 298 iterations, alpha=9.418e-06, previous alpha=9.166e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.058e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 320 iterations, i.e. alpha=7.127e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 320 iterations, i.e. alpha=6.986e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 325 iterations, alpha=6.670e-06, previous alpha=6.561e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=9.689e-06, with an active set of 221 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=9.794e-06, previous alpha=3.937e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.160e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=9.208e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 296 iterations, alpha=9.208e-06, previous alpha=9.117e-06, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 206 iterations, i.e. alpha=3.679e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=2.419e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 241 iterations, alpha=2.415e-05, previous alpha=2.399e-05, with an active set of 200 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=2.402e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.528e-04, previous alpha=4.381e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.252e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.238e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 8.297e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.199e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 8.297e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.107e-04, previous alpha=4.996e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.194e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 8.689e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 99 iterations, i.e. alpha=1.434e-04, with an active set of 89 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=6.259e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=6.174e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 8.297e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=5.457e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 8.429e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 217 iterations, i.e. alpha=3.537e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 219 iterations, i.e. alpha=3.456e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=5.261e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 8.429e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 220 iterations, alpha=3.461e-05, previous alpha=3.453e-05, with an active set of 185 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 340 iterations, alpha=5.123e-06, previous alpha=5.064e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 358 iterations, i.e. alpha=4.060e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 361 iterations, alpha=5.116e-05, previous alpha=3.916e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=8.954e-06, previous alpha=4.533e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.547e-05, previous alpha=3.464e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=6.383e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=5.273e-06, previous alpha=5.194e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 199 iterations, i.e. alpha=4.385e-05, with an active set of 165 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=9.558e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.670e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 272 iterations, alpha=1.667e-05, previous alpha=1.658e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.676e-04, previous alpha=4.443e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=6.495e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.943e-04, previous alpha=4.631e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=6.448e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=6.332e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 7.300e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 326 iterations, alpha=5.808e-06, previous alpha=5.624e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 137 iterations, i.e. alpha=8.909e-05, with an active set of 123 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 218 iterations, alpha=3.516e-05, previous alpha=3.513e-05, with an active set of 181 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=8.730e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 312 iterations, alpha=8.032e-06, previous alpha=7.986e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.136e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.791e-05, previous alpha=5.498e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.341e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.306e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 4.081e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 293 iterations, alpha=1.287e-05, previous alpha=1.284e-05, with an active set of 216 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=4.140e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.140e-06, previous alpha=4.099e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 204 iterations, i.e. alpha=4.010e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=1.691e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 280 iterations, alpha=1.327e-05, previous alpha=1.315e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=3.104e-04, previous alpha=3.639e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.040e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=7.203e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.276e-04, previous alpha=3.808e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.708e-04, previous alpha=4.711e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 97 iterations, i.e. alpha=1.453e-04, with an active set of 87 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 158 iterations, i.e. alpha=6.883e-05, with an active set of 140 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.035e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=9.920e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.236e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.033e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.228e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 285 iterations, alpha=1.208e-05, previous alpha=1.205e-05, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.077e-05, previous alpha=4.766e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=4.043e-06, previous alpha=3.919e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=9.329e-05, previous alpha=3.983e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.312e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.309e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 286 iterations, alpha=1.309e-05, previous alpha=1.296e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.157e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.151e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.142e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 203 iterations, i.e. alpha=4.106e-05, with an active set of 173 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=6.725e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 9.996e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 318 iterations, alpha=6.633e-06, previous alpha=6.580e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.004e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=9.932e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 9.657e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.066e-05, with an active set of 232 regressors, and the smallest cholesky pivot element being 6.829e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.102e-05, with an active set of 231 regressors, and the smallest cholesky pivot element being 9.186e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.089e-05, with an active set of 231 regressors, and the smallest cholesky pivot element being 6.829e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=8.643e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 9.771e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 295 iterations, alpha=1.076e-05, previous alpha=8.803e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=8.535e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 9.771e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 295 iterations, alpha=8.235e-06, previous alpha=7.694e-06, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 206 iterations, i.e. alpha=3.878e-05, with an active set of 172 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=3.347e-04, previous alpha=5.061e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 229 iterations, i.e. alpha=3.256e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 213 iterations, i.e. alpha=3.063e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 119 iterations, i.e. alpha=1.042e-04, with an active set of 107 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 223 iterations, i.e. alpha=2.740e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 160 iterations, i.e. alpha=7.183e-05, with an active set of 140 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=2.715e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 171 iterations, alpha=6.619e-05, previous alpha=6.599e-05, with an active set of 150 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 233 iterations, alpha=2.473e-05, previous alpha=2.460e-05, with an active set of 196 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 249 iterations, alpha=2.255e-05, previous alpha=2.252e-05, with an active set of 196 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=2.388e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.869e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 253 iterations, alpha=1.857e-05, previous alpha=1.847e-05, with an active set of 200 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=1.881e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=5.771e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 6.989e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.771e-06, previous alpha=5.714e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 207 iterations, i.e. alpha=4.478e-05, with an active set of 173 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=3.030e-05, previous alpha=5.483e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.391e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.375e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 8.025e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 295 iterations, alpha=1.368e-05, previous alpha=1.342e-05, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=5.023e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.038e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.260e-05, previous alpha=4.357e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=7.582e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=7.007e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=7.004e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=2.159e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 323 iterations, alpha=6.792e-06, previous alpha=6.762e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.997e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.987e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=9.986e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 303 iterations, alpha=9.005e-06, previous alpha=8.962e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 117 iterations, i.e. alpha=1.077e-04, with an active set of 107 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.101e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 178 iterations, i.e. alpha=5.635e-05, with an active set of 158 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 184 iterations, alpha=5.170e-05, previous alpha=5.111e-05, with an active set of 163 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.786e-06, previous alpha=5.634e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.452e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.222e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=5.018e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 4.593e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 339 iterations, alpha=5.018e-06, previous alpha=4.945e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=4.151e-05, previous alpha=4.096e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=5.581e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.464e-04, previous alpha=4.311e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.239e-05, previous alpha=4.944e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=9.127e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.330e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=9.051e-06, previous alpha=4.682e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=1.511e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 340 iterations, i.e. alpha=5.146e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 6.580e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 340 iterations, i.e. alpha=5.120e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 6.580e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.443e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 344 iterations, alpha=4.944e-06, previous alpha=4.941e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 275 iterations, alpha=1.224e-05, previous alpha=1.210e-05, with an active set of 216 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 105 iterations, i.e. alpha=1.399e-04, with an active set of 95 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=9.634e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 178 iterations, i.e. alpha=5.970e-05, with an active set of 154 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.309e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.220e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 319 iterations, alpha=6.132e-06, previous alpha=6.122e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.594e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.184e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=8.767e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 4.081e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.023e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=1.061e-05, previous alpha=1.060e-05, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.033e-04, previous alpha=4.309e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=3.776e-06, previous alpha=3.757e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=1.059e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=1.050e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 307 iterations, alpha=9.553e-06, previous alpha=9.169e-06, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.189e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.554e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.086e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 343 iterations, alpha=6.110e-06, previous alpha=6.110e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.622e-05, previous alpha=4.219e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 228 iterations, i.e. alpha=2.855e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.888e-04, previous alpha=4.693e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 122 iterations, i.e. alpha=1.092e-04, with an active set of 106 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 261 iterations, i.e. alpha=1.667e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.474e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.380e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 282 iterations, alpha=1.339e-05, previous alpha=1.337e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 167 iterations, i.e. alpha=6.944e-05, with an active set of 143 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 207 iterations, i.e. alpha=4.459e-05, with an active set of 175 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.084e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 225 iterations, alpha=3.416e-05, previous alpha=3.382e-05, with an active set of 186 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 345 iterations, i.e. alpha=5.775e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.095e-04, previous alpha=4.744e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=5.739e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=5.165e-06, previous alpha=5.130e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.323e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=4.634e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 5.373e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 353 iterations, i.e. alpha=4.309e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 5.576e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=5.054e-06, previous alpha=4.177e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 216 iterations, i.e. alpha=3.454e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 221 iterations, i.e. alpha=3.312e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=5.522e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.101e-05, previous alpha=5.294e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.116e-05, with an active set of 236 regressors, and the smallest cholesky pivot element being 8.752e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 297 iterations, alpha=1.116e-05, previous alpha=1.113e-05, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.159e-04, previous alpha=4.352e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.711e-04, previous alpha=5.051e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.021e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.285e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=1.011e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.269e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.848e-04, previous alpha=4.334e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.269e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 362 iterations, alpha=8.137e-05, previous alpha=4.203e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=6.541e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=6.326e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 9.306e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=6.323e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 329 iterations, alpha=6.152e-06, previous alpha=5.842e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=9.699e-06, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.712e-04, previous alpha=4.795e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=7.156e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.301e-05, previous alpha=4.270e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.465e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.454e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 268 iterations, alpha=1.448e-05, previous alpha=1.403e-05, with an active set of 215 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 189 iterations, i.e. alpha=4.759e-05, with an active set of 163 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=1.959e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=9.377e-06, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 280 iterations, alpha=1.438e-05, previous alpha=1.429e-05, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.558e-04, previous alpha=4.818e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 230 iterations, i.e. alpha=3.082e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.021e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 327 iterations, alpha=6.994e-06, previous alpha=5.968e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 138 iterations, i.e. alpha=9.798e-05, with an active set of 124 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 239 iterations, i.e. alpha=2.793e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 242 iterations, alpha=2.740e-05, previous alpha=2.711e-05, with an active set of 197 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=4.452e-06, previous alpha=4.191e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.625e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 256 iterations, i.e. alpha=1.845e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.618e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=1.766e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 261 iterations, alpha=1.764e-05, previous alpha=1.751e-05, with an active set of 206 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 323 iterations, alpha=8.403e-06, previous alpha=8.399e-06, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.611e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.606e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.214e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=1.126e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 334 iterations, alpha=5.599e-06, previous alpha=5.599e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.684e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=6.248e-05, previous alpha=5.494e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.799e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.104e-05, previous alpha=6.288e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=1.720e-05, previous alpha=5.385e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=7.540e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 337 iterations, alpha=6.912e-06, previous alpha=6.888e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 93 iterations, i.e. alpha=1.607e-04, with an active set of 83 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 99 iterations, i.e. alpha=1.534e-04, with an active set of 87 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 146 iterations, i.e. alpha=8.090e-05, with an active set of 128 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 181 iterations, i.e. alpha=6.039e-05, with an active set of 155 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 182 iterations, alpha=6.030e-05, previous alpha=6.003e-05, with an active set of 155 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 239 iterations, i.e. alpha=2.543e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=1.747e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 269 iterations, alpha=1.676e-05, previous alpha=1.669e-05, with an active set of 206 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.935e-05, previous alpha=6.781e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.007e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.885e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=5.140e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 340 iterations, alpha=5.007e-06, previous alpha=4.992e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 322 iterations, alpha=7.446e-06, previous alpha=7.446e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=8.238e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=8.057e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=9.427e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=7.812e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 195 iterations, i.e. alpha=5.039e-05, with an active set of 165 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 331 iterations, alpha=7.009e-06, previous alpha=6.970e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 332 iterations, alpha=7.762e-06, previous alpha=7.138e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 323 iterations, i.e. alpha=1.172e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=1.161e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 332 iterations, alpha=1.114e-05, previous alpha=1.108e-05, with an active set of 217 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=5.656e-06, with an active set of 251 regressors, and the smallest cholesky pivot element being 8.093e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 203 iterations, i.e. alpha=3.872e-05, with an active set of 165 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=5.377e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=5.358e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 223 iterations, i.e. alpha=2.947e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 101 iterations, i.e. alpha=1.319e-04, with an active set of 89 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=5.377e-06, previous alpha=5.315e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.900e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.127e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.113e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=1.526e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 229 iterations, i.e. alpha=3.761e-05, with an active set of 181 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.163e-05, with an active set of 230 regressors, and the smallest cholesky pivot element being 8.429e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.082e-05, with an active set of 232 regressors, and the smallest cholesky pivot element being 5.162e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.062e-05, with an active set of 232 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.059e-05, with an active set of 232 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 285 iterations, alpha=1.103e-05, previous alpha=1.046e-05, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.636e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.631e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 4.593e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.828e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 331 iterations, alpha=5.422e-06, previous alpha=5.361e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 252 iterations, alpha=2.651e-05, previous alpha=2.545e-05, with an active set of 201 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 246 iterations, i.e. alpha=2.097e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.436e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=2.595e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=7.166e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.955e-05, previous alpha=4.727e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=9.032e-06, previous alpha=3.308e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.664e-04, previous alpha=4.776e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.511e-05, previous alpha=6.300e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 362 iterations, alpha=7.664e-05, previous alpha=4.608e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=1.286e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=1.237e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 320 iterations, alpha=1.100e-05, previous alpha=1.092e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 228 iterations, i.e. alpha=2.841e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=1.843e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 261 iterations, alpha=1.778e-05, previous alpha=1.738e-05, with an active set of 206 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 139 iterations, i.e. alpha=8.954e-05, with an active set of 119 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.569e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.407e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=4.955e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=1.019e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=4.934e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.883e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.932e-05, previous alpha=4.423e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.815e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 295 iterations, alpha=1.678e-05, previous alpha=1.663e-05, with an active set of 218 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=8.366e-06, previous alpha=4.727e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=1.267e-04, previous alpha=5.069e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 209 iterations, i.e. alpha=4.468e-05, with an active set of 171 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 320 iterations, i.e. alpha=9.597e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 210 iterations, i.e. alpha=4.462e-05, with an active set of 172 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=7.506e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=7.420e-05, previous alpha=6.640e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.871e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.597e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 6.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.594e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 6.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.581e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 5.771e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.938e-04, previous alpha=6.299e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=1.068e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 326 iterations, alpha=9.925e-06, previous alpha=9.917e-06, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 286 iterations, alpha=1.587e-05, previous alpha=1.569e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 198 iterations, i.e. alpha=4.489e-05, with an active set of 158 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 227 iterations, i.e. alpha=3.367e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 233 iterations, alpha=3.048e-05, previous alpha=2.965e-05, with an active set of 188 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 229 iterations, i.e. alpha=2.991e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 109 iterations, i.e. alpha=1.276e-04, with an active set of 95 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 253 iterations, i.e. alpha=2.120e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 210 iterations, i.e. alpha=4.214e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 256 iterations, i.e. alpha=2.122e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 218 iterations, alpha=3.950e-05, previous alpha=3.888e-05, with an active set of 183 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.824e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 302 iterations, alpha=1.191e-05, previous alpha=1.190e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 276 iterations, alpha=1.676e-05, previous alpha=1.672e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=2.545e-05, previous alpha=3.666e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=6.857e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 221 iterations, i.e. alpha=3.727e-05, with an active set of 181 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=1.003e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.173e-04, previous alpha=4.487e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=1.005e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=2.023e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=8.065e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 269 iterations, alpha=1.872e-05, previous alpha=1.864e-05, with an active set of 210 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.639e-04, previous alpha=7.127e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.101e-05, previous alpha=6.328e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=2.463e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.789e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 112 iterations, i.e. alpha=1.299e-04, with an active set of 94 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 116 iterations, i.e. alpha=1.268e-04, with an active set of 98 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.425e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 7.146e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=1.274e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 9.424e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=1.279e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=1.080e-05, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 322 iterations, alpha=9.114e-06, previous alpha=9.108e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.449e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.441e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.437e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 5.771e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=2.726e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 360 iterations, alpha=1.360e-04, previous alpha=5.584e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 297 iterations, alpha=1.437e-05, previous alpha=1.420e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=1.004e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 354 iterations, i.e. alpha=9.421e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=1.785e-04, previous alpha=9.342e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=2.230e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=7.860e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 9.884e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=7.851e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=7.831e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 325 iterations, alpha=7.846e-06, previous alpha=7.652e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=2.479e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=2.222e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 235 iterations, i.e. alpha=2.216e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.848e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 240 iterations, alpha=2.126e-05, previous alpha=2.114e-05, with an active set of 207 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.266e-04, previous alpha=3.980e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.257e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=8.056e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 7.598e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 320 iterations, alpha=7.776e-06, previous alpha=7.646e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.732e-05, previous alpha=4.030e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 88 iterations, i.e. alpha=1.611e-04, with an active set of 78 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.269e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 167 iterations, i.e. alpha=6.942e-05, with an active set of 147 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=6.142e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 169 iterations, i.e. alpha=6.648e-05, with an active set of 149 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 171 iterations, alpha=6.605e-05, previous alpha=6.577e-05, with an active set of 150 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=3.023e-06, previous alpha=3.020e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=7.405e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=7.285e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 314 iterations, alpha=7.174e-06, previous alpha=7.047e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=5.261e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=5.248e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 344 iterations, alpha=5.186e-06, previous alpha=5.177e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 348 iterations, i.e. alpha=5.582e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 360 iterations, alpha=1.942e-05, previous alpha=4.180e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=9.040e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 194 iterations, i.e. alpha=4.782e-05, with an active set of 166 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=7.431e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=7.288e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 7.598e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 317 iterations, alpha=7.375e-06, previous alpha=7.229e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=6.920e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=6.796e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.004e-05, previous alpha=4.308e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.540e-04, previous alpha=3.995e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=1.053e-05, with an active set of 230 regressors, and the smallest cholesky pivot element being 7.598e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 217 iterations, i.e. alpha=2.914e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 307 iterations, alpha=1.044e-05, previous alpha=1.043e-05, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 219 iterations, i.e. alpha=2.841e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 219 iterations, i.e. alpha=2.831e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 114 iterations, i.e. alpha=1.070e-04, with an active set of 102 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 184 iterations, i.e. alpha=5.428e-05, with an active set of 158 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.420e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=2.082e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=2.070e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.074e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 232 iterations, i.e. alpha=2.253e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.066e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=9.547e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 325 iterations, alpha=6.835e-06, previous alpha=6.801e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 283 iterations, alpha=9.178e-06, previous alpha=8.975e-06, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.173e-05, previous alpha=5.242e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.037e-04, previous alpha=3.750e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.801e-05, previous alpha=3.242e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 219 iterations, i.e. alpha=3.424e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 254 iterations, i.e. alpha=1.455e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.537e-05, previous alpha=4.044e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=5.295e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=5.078e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=5.067e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=5.023e-06, previous alpha=4.887e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.339e-05, previous alpha=4.159e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.048e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 300 iterations, alpha=9.291e-06, previous alpha=9.103e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.511e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.004e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.004e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=7.899e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 112 iterations, i.e. alpha=1.169e-04, with an active set of 100 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 340 iterations, alpha=5.400e-06, previous alpha=5.385e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=5.072e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=4.849e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=4.624e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 334 iterations, alpha=4.736e-06, previous alpha=4.313e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.122e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.057e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 282 iterations, alpha=9.928e-06, previous alpha=9.673e-06, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.495e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.343e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 296 iterations, alpha=1.342e-05, previous alpha=1.331e-05, with an active set of 213 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=9.077e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=1.040e-05, previous alpha=4.038e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=7.462e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.027e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=7.076e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=5.206e-06, with an active set of 253 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=5.171e-06, with an active set of 253 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 340 iterations, alpha=5.096e-06, previous alpha=5.044e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 200 iterations, i.e. alpha=4.631e-05, with an active set of 170 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=4.341e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 339 iterations, alpha=4.325e-06, previous alpha=4.280e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=8.423e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.635e-05, previous alpha=4.814e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=7.497e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 312 iterations, alpha=7.484e-06, previous alpha=7.105e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 116 iterations, i.e. alpha=1.052e-04, with an active set of 102 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 216 iterations, i.e. alpha=3.140e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 217 iterations, i.e. alpha=3.124e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 187 iterations, i.e. alpha=5.249e-05, with an active set of 163 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 219 iterations, i.e. alpha=3.012e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 224 iterations, alpha=2.731e-05, previous alpha=2.699e-05, with an active set of 189 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 187 iterations, i.e. alpha=5.215e-05, with an active set of 163 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 190 iterations, alpha=5.012e-05, previous alpha=4.970e-05, with an active set of 165 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=9.871e-06, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=9.725e-06, with an active set of 220 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=9.681e-06, previous alpha=9.619e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=4.680e-06, with an active set of 251 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.587e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.806e-04, previous alpha=4.271e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=5.173e-06, with an active set of 252 regressors, and the smallest cholesky pivot element being 6.322e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=5.155e-06, previous alpha=5.148e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 201 iterations, i.e. alpha=4.135e-05, with an active set of 169 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=7.114e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.607e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 267 iterations, alpha=1.607e-05, previous alpha=1.599e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.601e-04, previous alpha=5.404e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=6.183e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.647e-04, previous alpha=4.599e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.557e-04, previous alpha=4.071e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 127 iterations, i.e. alpha=9.771e-05, with an active set of 113 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 170 iterations, i.e. alpha=6.255e-05, with an active set of 148 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 175 iterations, alpha=6.045e-05, previous alpha=6.044e-05, with an active set of 152 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 229 iterations, i.e. alpha=2.655e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.072e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 300 iterations, alpha=9.460e-06, previous alpha=9.438e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=2.144e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.199e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=2.114e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 239 iterations, alpha=2.006e-05, previous alpha=2.005e-05, with an active set of 198 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.299e-04, previous alpha=4.770e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=5.657e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.979e-04, previous alpha=4.126e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.430e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 238 iterations, i.e. alpha=3.678e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.854e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 304 iterations, alpha=1.325e-05, previous alpha=1.311e-05, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.811e-04, previous alpha=6.618e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.066e-04, previous alpha=6.954e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=2.861e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=1.950e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=6.021e-05, previous alpha=5.199e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 100 iterations, i.e. alpha=1.375e-04, with an active set of 88 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 193 iterations, i.e. alpha=5.352e-05, with an active set of 165 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.082e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.080e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 200 iterations, alpha=4.959e-05, previous alpha=4.951e-05, with an active set of 171 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=8.043e-06, previous alpha=4.692e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 327 iterations, alpha=7.044e-06, previous alpha=7.030e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.345e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.205e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 288 iterations, alpha=1.201e-05, previous alpha=1.195e-05, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.712e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.692e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.113e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.919e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.065e-05, previous alpha=1.041e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=5.371e-06, previous alpha=5.370e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 202 iterations, i.e. alpha=3.815e-05, with an active set of 170 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.923e-04, previous alpha=4.520e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=7.658e-04, previous alpha=2.974e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.404e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 6.144e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 271 iterations, alpha=1.326e-05, previous alpha=1.259e-05, with an active set of 212 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.238e-05, previous alpha=3.730e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 201 iterations, i.e. alpha=2.693e-05, with an active set of 179 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 109 iterations, i.e. alpha=1.291e-04, with an active set of 93 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 179 iterations, i.e. alpha=5.650e-05, with an active set of 149 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 181 iterations, alpha=5.300e-05, previous alpha=5.292e-05, with an active set of 150 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 325 iterations, i.e. alpha=5.171e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 326 iterations, alpha=5.121e-06, previous alpha=5.037e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=2.546e-04, previous alpha=4.018e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.772e-05, previous alpha=3.858e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.215e-06, previous alpha=4.240e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 218 iterations, i.e. alpha=2.537e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 229 iterations, i.e. alpha=2.152e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.154e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 275 iterations, alpha=1.154e-05, previous alpha=1.097e-05, with an active set of 224 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.173e-05, previous alpha=3.839e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.579e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=6.327e-04, previous alpha=3.915e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 91 iterations, i.e. alpha=1.626e-04, with an active set of 83 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 116 iterations, i.e. alpha=1.221e-04, with an active set of 104 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 340 iterations, i.e. alpha=3.770e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 6.144e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 348 iterations, i.e. alpha=3.401e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.063e-04, previous alpha=3.366e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=1.874e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=1.868e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 252 iterations, alpha=1.850e-05, previous alpha=1.847e-05, with an active set of 205 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.168e-04, previous alpha=4.030e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.582e-06, previous alpha=4.464e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.004e-04, previous alpha=3.750e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.437e-06, previous alpha=4.444e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 202 iterations, i.e. alpha=3.685e-05, with an active set of 174 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 225 iterations, i.e. alpha=2.397e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=1.469e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=5.851e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 6.144e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=5.726e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 6.144e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.413e-05, previous alpha=4.472e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=1.735e-04, previous alpha=8.180e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=4.364e-06, with an active set of 252 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.533e-04, previous alpha=3.420e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=6.213e-04, previous alpha=4.732e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 92 iterations, i.e. alpha=1.614e-04, with an active set of 82 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 221 iterations, i.e. alpha=2.660e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 223 iterations, i.e. alpha=2.631e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 227 iterations, alpha=2.537e-05, previous alpha=2.484e-05, with an active set of 188 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.943e-04, previous alpha=3.896e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 181 iterations, i.e. alpha=5.078e-05, with an active set of 153 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=4.543e-04, previous alpha=5.024e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=6.426e-05, previous alpha=3.491e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.704e-04, previous alpha=4.714e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.746e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=6.147e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 327 iterations, alpha=5.690e-06, previous alpha=5.544e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.751e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.156e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.149e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 286 iterations, alpha=9.145e-06, previous alpha=9.032e-06, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.083e-04, previous alpha=4.297e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.363e-04, previous alpha=3.857e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 112 iterations, i.e. alpha=1.133e-04, with an active set of 104 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=3.761e-05, previous alpha=4.713e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=8.365e-04, previous alpha=4.922e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.327e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 323 iterations, i.e. alpha=5.641e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=5.514e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 333 iterations, alpha=5.300e-06, previous alpha=5.215e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=7.512e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=7.381e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.212e-05, previous alpha=4.590e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.075e-05, previous alpha=4.130e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 254 iterations, i.e. alpha=2.120e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.182e-05, previous alpha=4.347e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.437e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.848e-04, previous alpha=3.656e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 286 iterations, alpha=1.430e-05, previous alpha=1.427e-05, with an active set of 211 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.233e-04, previous alpha=3.638e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 94 iterations, i.e. alpha=1.616e-04, with an active set of 80 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 125 iterations, i.e. alpha=1.111e-04, with an active set of 107 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.463e-05, previous alpha=3.355e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.494e-04, previous alpha=3.222e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=4.544e-04, previous alpha=4.015e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=1.125e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=1.049e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 310 iterations, alpha=1.006e-05, previous alpha=9.898e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.019e-04, previous alpha=3.594e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 216 iterations, i.e. alpha=3.069e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 235 iterations, i.e. alpha=2.389e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.357e-05, previous alpha=2.994e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=5.781e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 8.162e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.716e-05, previous alpha=3.714e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=5.760e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 8.162e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=5.712e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=5.712e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 6.322e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=5.412e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 6.664e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 339 iterations, alpha=5.328e-06, previous alpha=5.250e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.824e-05, previous alpha=3.807e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 93 iterations, i.e. alpha=1.571e-04, with an active set of 83 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 116 iterations, i.e. alpha=1.170e-04, with an active set of 104 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.086e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.795e-05, previous alpha=3.363e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.086e-05, previous alpha=4.404e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 338 iterations, alpha=6.516e-06, previous alpha=6.516e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.613e-05, previous alpha=3.896e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.711e-05, previous alpha=4.603e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.394e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=9.013e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.746e-04, previous alpha=4.428e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=6.448e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.313e-05, previous alpha=4.340e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 307 iterations, alpha=6.367e-06, previous alpha=6.359e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.072e-04, previous alpha=4.245e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 116 iterations, i.e. alpha=1.196e-04, with an active set of 102 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 159 iterations, i.e. alpha=6.469e-05, with an active set of 141 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=8.137e-05, previous alpha=3.013e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 258 iterations, alpha=1.576e-05, previous alpha=1.576e-05, with an active set of 209 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.520e-04, previous alpha=3.486e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.865e-05, previous alpha=3.637e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=9.767e-05, previous alpha=4.389e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=9.747e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.560e-04, previous alpha=3.642e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=6.278e-06, previous alpha=4.831e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.466e-05, previous alpha=4.010e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.123e-04, previous alpha=4.311e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 103 iterations, i.e. alpha=1.501e-04, with an active set of 91 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.245e-05, previous alpha=3.475e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 231 iterations, i.e. alpha=3.150e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 246 iterations, i.e. alpha=2.514e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=3.286e-04, previous alpha=5.460e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.254e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 277 iterations, alpha=1.189e-05, previous alpha=1.169e-05, with an active set of 214 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.138e-04, previous alpha=3.771e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.946e-05, previous alpha=5.119e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 228 iterations, i.e. alpha=2.711e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 229 iterations, i.e. alpha=2.668e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=8.152e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 6.144e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 307 iterations, alpha=8.044e-06, previous alpha=8.036e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=7.632e-05, previous alpha=5.601e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.514e-04, previous alpha=4.823e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.850e-05, previous alpha=3.875e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.594e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.069e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 292 iterations, alpha=1.064e-05, previous alpha=1.032e-05, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 127 iterations, i.e. alpha=1.072e-04, with an active set of 109 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 211 iterations, i.e. alpha=4.206e-05, with an active set of 169 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=3.558e-04, previous alpha=4.480e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.771e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.771e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.741e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 4.470e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 272 iterations, alpha=1.641e-05, previous alpha=1.616e-05, with an active set of 209 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.694e-05, previous alpha=4.707e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.084e-04, previous alpha=4.088e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.200e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.199e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.195e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=8.804e-05, previous alpha=4.417e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 261 iterations, i.e. alpha=1.332e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=1.150e-05, previous alpha=1.138e-05, with an active set of 218 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.657e-04, previous alpha=4.293e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.207e-05, previous alpha=3.591e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 123 iterations, i.e. alpha=1.078e-04, with an active set of 111 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 163 iterations, i.e. alpha=6.156e-05, with an active set of 141 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 172 iterations, alpha=5.740e-05, previous alpha=5.708e-05, with an active set of 149 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.345e-05, previous alpha=3.196e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.087e-04, previous alpha=4.341e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.980e-04, previous alpha=4.721e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.865e-05, previous alpha=5.161e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=2.027e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.414e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=8.166e-06, previous alpha=6.042e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.391e-04, previous alpha=3.746e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.182e-04, previous alpha=3.836e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.998e-04, previous alpha=5.505e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=7.608e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 111 iterations, i.e. alpha=1.312e-04, with an active set of 103 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.272e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 325 iterations, i.e. alpha=6.602e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 329 iterations, alpha=6.372e-06, previous alpha=6.189e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 172 iterations, i.e. alpha=6.433e-05, with an active set of 144 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 177 iterations, alpha=6.144e-05, previous alpha=6.113e-05, with an active set of 148 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.070e-04, previous alpha=6.120e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.491e-04, previous alpha=6.253e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.621e-04, previous alpha=4.344e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=9.986e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 221 iterations, i.e. alpha=3.037e-05, with an active set of 181 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=6.610e-04, previous alpha=4.543e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=4.099e-05, previous alpha=4.665e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.546e-04, previous alpha=5.425e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.513e-04, previous alpha=4.956e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 90 iterations, i.e. alpha=1.631e-04, with an active set of 84 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=2.238e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=2.238e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=2.063e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 214 iterations, i.e. alpha=4.132e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.222e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 7.743e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.121e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 7.743e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 233 iterations, i.e. alpha=3.119e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 235 iterations, alpha=3.083e-05, previous alpha=3.072e-05, with an active set of 196 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 281 iterations, alpha=1.169e-05, previous alpha=1.108e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=4.427e-04, previous alpha=4.188e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=7.473e-04, previous alpha=6.005e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=3.647e-04, previous alpha=5.579e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 227 iterations, i.e. alpha=3.484e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=2.159e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.295e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=1.133e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 302 iterations, alpha=1.125e-05, previous alpha=1.097e-05, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.213e-05, previous alpha=4.806e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 321 iterations, alpha=8.264e-06, previous alpha=8.264e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.541e-04, previous alpha=4.277e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 100 iterations, i.e. alpha=1.302e-04, with an active set of 94 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=3.010e-05, with an active set of 174 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 231 iterations, i.e. alpha=2.840e-05, with an active set of 181 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 235 iterations, alpha=2.753e-05, previous alpha=2.742e-05, with an active set of 184 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.569e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.660e-05, previous alpha=4.496e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.198e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=7.826e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=7.824e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 317 iterations, alpha=7.647e-06, previous alpha=7.640e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 340 iterations, i.e. alpha=5.832e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 341 iterations, alpha=1.046e-04, previous alpha=5.753e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=7.785e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.413e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.397e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 350 iterations, i.e. alpha=4.086e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 9.125e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 350 iterations, i.e. alpha=4.040e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 9.125e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=5.929e-05, previous alpha=3.582e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.567e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.553e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 270 iterations, alpha=1.545e-05, previous alpha=1.520e-05, with an active set of 211 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 254 iterations, i.e. alpha=2.046e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.148e-03, previous alpha=4.784e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.397e-03, previous alpha=5.498e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=4.662e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 6.144e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=4.609e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 6.989e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 339 iterations, alpha=4.600e-06, previous alpha=4.480e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=2.223e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 94 iterations, i.e. alpha=1.687e-04, with an active set of 88 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.547e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 180 iterations, alpha=6.673e-05, previous alpha=6.520e-05, with an active set of 151 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.269e-04, previous alpha=4.143e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=6.299e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 7.451e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.224e-04, previous alpha=6.105e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.445e-04, previous alpha=5.470e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=9.753e-06, previous alpha=5.338e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.690e-03, previous alpha=4.953e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 231 iterations, i.e. alpha=3.682e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.307e-06, previous alpha=4.870e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=2.633e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 256 iterations, i.e. alpha=2.595e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 261 iterations, alpha=2.349e-05, previous alpha=2.272e-05, with an active set of 202 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.366e-05, previous alpha=5.329e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 203 iterations, i.e. alpha=4.020e-05, with an active set of 173 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 108 iterations, i.e. alpha=1.303e-04, with an active set of 100 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=3.187e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 230 iterations, alpha=2.983e-05, previous alpha=2.965e-05, with an active set of 189 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 214 iterations, i.e. alpha=3.710e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 219 iterations, alpha=3.441e-05, previous alpha=3.397e-05, with an active set of 182 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.162e-06, previous alpha=5.608e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.918e-05, previous alpha=4.294e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=9.771e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=2.211e-05, previous alpha=4.493e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=6.628e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=2.498e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.761e-06, previous alpha=4.875e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=2.454e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 254 iterations, alpha=2.220e-05, previous alpha=2.203e-05, with an active set of 205 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=6.161e-04, previous alpha=5.618e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=8.694e-04, previous alpha=5.538e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 110 iterations, i.e. alpha=1.272e-04, with an active set of 102 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 155 iterations, i.e. alpha=7.673e-05, with an active set of 135 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 155 iterations, i.e. alpha=7.668e-05, with an active set of 135 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 163 iterations, alpha=6.356e-05, previous alpha=6.302e-05, with an active set of 142 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 230 iterations, i.e. alpha=2.772e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.066e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 5.960e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.064e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 5.960e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.060e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=1.033e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 304 iterations, alpha=9.849e-06, previous alpha=9.190e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=9.017e-06, with an active set of 224 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=8.368e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.437e-04, previous alpha=5.931e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=8.247e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 7.300e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 309 iterations, alpha=8.365e-06, previous alpha=8.205e-06, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=9.652e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=6.378e-05, previous alpha=5.745e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.199e-04, previous alpha=4.644e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=6.710e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=6.682e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=8.374e-05, previous alpha=5.062e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 336 iterations, alpha=6.663e-06, previous alpha=6.504e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.155e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 94 iterations, i.e. alpha=1.614e-04, with an active set of 84 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 129 iterations, i.e. alpha=1.097e-04, with an active set of 111 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.181e-04, previous alpha=5.637e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 130 iterations, alpha=1.095e-04, previous alpha=1.094e-04, with an active set of 111 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.278e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=1.126e-04, previous alpha=3.976e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=8.608e-05, previous alpha=5.765e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.481e-04, previous alpha=6.062e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.683e-05, previous alpha=4.192e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 230 iterations, i.e. alpha=3.104e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 233 iterations, i.e. alpha=2.993e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=4.469e-04, previous alpha=5.768e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.600e-04, previous alpha=4.629e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.353e-03, previous alpha=4.972e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 325 iterations, alpha=1.121e-05, previous alpha=1.076e-05, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 229 iterations, i.e. alpha=3.374e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 104 iterations, i.e. alpha=1.329e-04, with an active set of 96 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 140 iterations, i.e. alpha=8.790e-05, with an active set of 122 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=7.089e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 348 iterations, i.e. alpha=5.806e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 4.081e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=5.370e-06, previous alpha=5.347e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 256 iterations, alpha=2.469e-05, previous alpha=2.460e-05, with an active set of 209 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=9.434e-05, previous alpha=6.849e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=6.542e-04, previous alpha=5.409e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=2.946e-05, previous alpha=5.186e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=5.937e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=5.896e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=5.675e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 342 iterations, alpha=5.846e-06, previous alpha=5.609e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=2.328e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=8.984e-04, previous alpha=5.020e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.044e-03, previous alpha=4.438e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.375e-04, previous alpha=6.676e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 104 iterations, i.e. alpha=1.297e-04, with an active set of 98 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.992e-04, previous alpha=5.817e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 223 iterations, i.e. alpha=3.590e-05, with an active set of 181 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.486e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=3.565e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 233 iterations, i.e. alpha=3.184e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 243 iterations, alpha=2.891e-05, previous alpha=2.836e-05, with an active set of 200 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=5.960e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 7.598e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 338 iterations, alpha=5.535e-06, previous alpha=5.495e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=6.883e-04, previous alpha=5.187e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.401e-04, previous alpha=6.348e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.696e-04, previous alpha=5.165e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=3.335e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.890e-04, previous alpha=5.539e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.046e-03, previous alpha=4.842e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.286e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.280e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 306 iterations, alpha=9.721e-06, previous alpha=9.710e-06, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 116 iterations, i.e. alpha=1.283e-04, with an active set of 104 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.154e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=2.194e-05, previous alpha=4.412e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.950e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 275 iterations, alpha=1.936e-05, previous alpha=1.918e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=7.197e-04, previous alpha=7.102e-06, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.009e-05, previous alpha=5.331e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=8.523e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 325 iterations, i.e. alpha=8.362e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=3.239e-05, previous alpha=5.631e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 216 iterations, i.e. alpha=2.962e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 217 iterations, i.e. alpha=2.935e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 223 iterations, i.e. alpha=2.655e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 238 iterations, alpha=2.086e-05, previous alpha=2.030e-05, with an active set of 203 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=6.268e-04, previous alpha=3.315e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.156e-04, previous alpha=3.881e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 91 iterations, i.e. alpha=1.651e-04, with an active set of 79 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=3.780e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 163 iterations, i.e. alpha=6.637e-05, with an active set of 139 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.354e-05, previous alpha=3.223e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 231 iterations, i.e. alpha=1.781e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=1.080e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 203 iterations, i.e. alpha=4.003e-05, with an active set of 165 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.062e-05, previous alpha=4.255e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=7.666e-06, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=7.547e-06, with an active set of 221 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 222 iterations, alpha=3.123e-05, previous alpha=3.123e-05, with an active set of 183 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.975e-05, previous alpha=3.304e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.170e-05, previous alpha=3.950e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.117e-05, previous alpha=4.060e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 179 iterations, i.e. alpha=5.142e-05, with an active set of 155 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 216 iterations, i.e. alpha=3.042e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 198 iterations, i.e. alpha=4.277e-05, with an active set of 170 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 246 iterations, i.e. alpha=2.141e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 229 iterations, alpha=2.301e-05, previous alpha=2.301e-05, with an active set of 186 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=1.791e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 287 iterations, alpha=9.208e-06, previous alpha=9.203e-06, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.864e-04, previous alpha=3.113e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.044e-05, previous alpha=3.749e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 207 iterations, i.e. alpha=3.605e-05, with an active set of 169 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=2.523e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 227 iterations, alpha=2.476e-05, previous alpha=2.463e-05, with an active set of 184 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.696e-04, previous alpha=3.775e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.111e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.091e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=8.975e-05, previous alpha=4.465e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=6.168e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 6.053e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 315 iterations, alpha=6.125e-06, previous alpha=6.096e-06, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.545e-04, previous alpha=4.055e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 238 iterations, i.e. alpha=2.507e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.041e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 301 iterations, alpha=8.388e-06, previous alpha=8.252e-06, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=9.146e-05, previous alpha=3.464e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=7.823e-05, previous alpha=3.664e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 109 iterations, i.e. alpha=1.194e-04, with an active set of 99 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.743e-04, previous alpha=4.479e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.619e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=6.343e-06, previous alpha=3.400e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.841e-04, previous alpha=3.524e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=8.899e-06, with an active set of 220 regressors, and the smallest cholesky pivot element being 6.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=8.898e-06, with an active set of 220 regressors, and the smallest cholesky pivot element being 6.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 296 iterations, alpha=8.448e-06, previous alpha=8.410e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.774e-04, previous alpha=4.609e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.059e-04, previous alpha=4.413e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 238 iterations, i.e. alpha=2.169e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=7.710e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 9.186e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=8.600e-04, previous alpha=4.296e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.680e-04, previous alpha=4.044e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.105e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 275 iterations, alpha=1.018e-05, previous alpha=9.903e-06, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.666e-04, previous alpha=3.787e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 117 iterations, i.e. alpha=1.067e-04, with an active set of 109 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.143e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 198 iterations, i.e. alpha=3.955e-05, with an active set of 170 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.929e-06, previous alpha=3.354e-06, with an active set of 261 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 212 iterations, alpha=3.368e-05, previous alpha=3.338e-05, with an active set of 183 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=9.981e-04, previous alpha=3.848e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.911e-05, previous alpha=4.218e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.908e-04, previous alpha=4.091e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 253 iterations, i.e. alpha=2.309e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=1.736e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 264 iterations, alpha=1.736e-05, previous alpha=1.671e-05, with an active set of 207 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.971e-05, previous alpha=4.112e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.874e-04, previous alpha=3.894e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=1.715e-03, previous alpha=4.241e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 117 iterations, i.e. alpha=1.035e-04, with an active set of 109 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 200 iterations, i.e. alpha=4.030e-05, with an active set of 166 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.288e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 232 iterations, i.e. alpha=2.478e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.354e-04, previous alpha=4.750e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 339 iterations, alpha=4.721e-06, previous alpha=4.721e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=7.650e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=7.465e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=7.311e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=5.450e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 314 iterations, alpha=6.928e-06, previous alpha=6.752e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.849e-05, previous alpha=4.113e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=2.991e-05, previous alpha=4.096e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.751e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=1.748e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 243 iterations, alpha=1.729e-05, previous alpha=1.712e-05, with an active set of 204 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.771e-04, previous alpha=3.631e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=7.087e-04, previous alpha=4.405e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.243e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.241e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 279 iterations, alpha=1.239e-05, previous alpha=1.191e-05, with an active set of 218 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 116 iterations, i.e. alpha=1.045e-04, with an active set of 106 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=9.105e-05, previous alpha=3.678e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 213 iterations, i.e. alpha=3.190e-05, with an active set of 173 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.797e-04, previous alpha=4.099e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 213 iterations, i.e. alpha=3.150e-05, with an active set of 173 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 234 iterations, alpha=2.425e-05, previous alpha=2.408e-05, with an active set of 191 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.050e-04, previous alpha=3.731e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.081e-04, previous alpha=4.869e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 254 iterations, i.e. alpha=2.022e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.448e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 275 iterations, alpha=1.422e-05, previous alpha=1.420e-05, with an active set of 214 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=3.503e-04, previous alpha=3.988e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=8.970e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.236e-04, previous alpha=3.262e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=3.692e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 349 iterations, i.e. alpha=3.259e-06, with an active set of 255 regressors, and the smallest cholesky pivot element being 8.689e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 99 iterations, i.e. alpha=1.434e-04, with an active set of 87 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.680e-04, previous alpha=3.036e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 104 iterations, i.e. alpha=1.353e-04, with an active set of 92 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.347e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.339e-04, previous alpha=2.993e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 200 iterations, i.e. alpha=4.428e-05, with an active set of 166 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 203 iterations, alpha=4.095e-05, previous alpha=4.088e-05, with an active set of 168 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=6.009e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=5.878e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 325 iterations, alpha=5.897e-06, previous alpha=5.576e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.923e-04, previous alpha=3.694e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.007e-04, previous alpha=4.578e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=2.047e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.521e-05, previous alpha=3.851e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=5.365e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=5.326e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 333 iterations, alpha=5.358e-06, previous alpha=5.046e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.522e-06, previous alpha=4.444e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.736e-05, previous alpha=4.593e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 127 iterations, i.e. alpha=9.948e-05, with an active set of 109 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 202 iterations, i.e. alpha=4.018e-05, with an active set of 166 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.376e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=8.024e-05, previous alpha=3.424e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=4.661e-06, previous alpha=3.276e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=6.134e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=6.050e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 7.743e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 333 iterations, alpha=5.460e-06, previous alpha=5.460e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.102e-04, previous alpha=4.190e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=5.195e-04, previous alpha=4.064e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=1.569e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=9.761e-06, with an active set of 223 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 302 iterations, alpha=9.162e-06, previous alpha=8.936e-06, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.240e-05, previous alpha=4.360e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=8.749e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.170e-04, previous alpha=2.638e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.359e-05, previous alpha=5.220e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 133 iterations, i.e. alpha=8.876e-05, with an active set of 115 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 203 iterations, i.e. alpha=3.879e-05, with an active set of 167 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 203 iterations, i.e. alpha=3.826e-05, with an active set of 167 regressors, and the smallest cholesky pivot element being 7.525e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 209 iterations, i.e. alpha=3.572e-05, with an active set of 173 regressors, and the smallest cholesky pivot element being 7.598e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 211 iterations, i.e. alpha=3.335e-05, with an active set of 175 regressors, and the smallest cholesky pivot element being 7.598e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 221 iterations, alpha=2.696e-05, previous alpha=2.609e-05, with an active set of 184 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.373e-05, previous alpha=3.206e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.030e-06, previous alpha=4.244e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.419e-04, previous alpha=3.981e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=7.993e-05, previous alpha=4.467e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=2.248e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.036e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=7.061e-05, previous alpha=3.338e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=9.826e-05, previous alpha=5.153e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=8.815e-04, previous alpha=3.660e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=9.185e-05, previous alpha=4.050e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 134 iterations, i.e. alpha=9.606e-05, with an active set of 114 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.323e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 189 iterations, i.e. alpha=5.281e-05, with an active set of 157 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 218 iterations, alpha=3.700e-05, previous alpha=3.700e-05, with an active set of 175 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.862e-05, previous alpha=4.459e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.251e-05, previous alpha=4.633e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.240e-05, previous alpha=4.802e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.909e-04, previous alpha=4.471e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 217 iterations, i.e. alpha=3.462e-05, with an active set of 179 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=2.878e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=7.122e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=6.511e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 341 iterations, alpha=5.564e-06, previous alpha=5.499e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.025e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 297 iterations, alpha=1.024e-05, previous alpha=1.002e-05, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=1.072e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=8.289e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=8.177e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 220 iterations, i.e. alpha=3.132e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=2.064e-05, previous alpha=4.941e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 354 iterations, i.e. alpha=4.021e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 358 iterations, i.e. alpha=3.848e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 359 iterations, i.e. alpha=3.615e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 360 iterations, alpha=2.703e-05, previous alpha=3.606e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.289e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 98 iterations, i.e. alpha=1.523e-04, with an active set of 88 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 289 iterations, alpha=1.202e-05, previous alpha=1.169e-05, with an active set of 214 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=2.519e-05, previous alpha=3.997e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 211 iterations, i.e. alpha=4.449e-05, with an active set of 165 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 211 iterations, i.e. alpha=4.447e-05, with an active set of 165 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 220 iterations, alpha=4.091e-05, previous alpha=4.024e-05, with an active set of 173 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.627e-05, previous alpha=5.581e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.767e-04, previous alpha=5.359e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.459e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=1.310e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.647e-05, previous alpha=5.243e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=4.479e-05, previous alpha=5.460e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.040e-04, previous alpha=4.247e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 253 iterations, i.e. alpha=2.309e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=1.039e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 4.081e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 303 iterations, alpha=9.399e-06, previous alpha=9.205e-06, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 108 iterations, i.e. alpha=1.271e-04, with an active set of 94 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 239 iterations, i.e. alpha=2.596e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.109e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=9.175e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=9.142e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.349e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.343e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=6.221e-05, previous alpha=4.404e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=9.981e-04, previous alpha=5.562e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=9.553e-05, previous alpha=5.173e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 320 iterations, alpha=7.188e-06, previous alpha=7.093e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.832e-04, previous alpha=5.473e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=2.026e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.634e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=2.210e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=8.222e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 323 iterations, i.e. alpha=7.421e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.040e-05, previous alpha=4.971e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=5.313e-04, previous alpha=5.564e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=7.777e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 342 iterations, alpha=5.791e-06, previous alpha=5.483e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.075e-05, previous alpha=5.073e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.567e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=1.009e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 6.144e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=1.008e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 307 iterations, alpha=9.351e-06, previous alpha=9.011e-06, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 156 iterations, i.e. alpha=7.771e-05, with an active set of 132 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=3.893e-04, previous alpha=4.106e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.059e-04, previous alpha=4.945e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.253e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 337 iterations, alpha=6.497e-06, previous alpha=6.495e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.694e-04, previous alpha=6.935e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.778e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.400e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 292 iterations, alpha=1.390e-05, previous alpha=1.364e-05, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=2.614e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=8.857e-04, previous alpha=4.442e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=1.204e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 310 iterations, alpha=1.203e-05, previous alpha=1.190e-05, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 232 iterations, i.e. alpha=2.996e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.280e-04, previous alpha=5.248e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 101 iterations, i.e. alpha=1.355e-04, with an active set of 91 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=6.175e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 337 iterations, alpha=6.047e-06, previous alpha=5.966e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 229 iterations, i.e. alpha=3.257e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 229 iterations, i.e. alpha=3.236e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=8.532e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=8.420e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=8.411e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.628e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.356e-04, previous alpha=5.353e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.584e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.495e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 289 iterations, alpha=1.531e-05, previous alpha=1.441e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.992e-04, previous alpha=5.080e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.230e-05, previous alpha=6.845e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=2.074e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.463e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=6.580e-04, previous alpha=4.734e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=1.454e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=1.453e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 326 iterations, alpha=8.720e-06, previous alpha=8.374e-06, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.480e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=1.389e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 301 iterations, alpha=1.364e-05, previous alpha=1.335e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=9.770e-05, previous alpha=5.170e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 104 iterations, i.e. alpha=1.354e-04, with an active set of 92 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 117 iterations, i.e. alpha=1.185e-04, with an active set of 103 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.743e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=1.053e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=1.043e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 308 iterations, alpha=1.033e-05, previous alpha=1.031e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 230 iterations, i.e. alpha=3.729e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 235 iterations, alpha=3.655e-05, previous alpha=3.649e-05, with an active set of 182 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 323 iterations, i.e. alpha=7.973e-06, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 324 iterations, alpha=7.971e-06, previous alpha=7.966e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.620e-05, previous alpha=5.400e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.149e-03, previous alpha=5.280e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.216e-04, previous alpha=3.306e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.070e-04, previous alpha=3.668e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 253 iterations, i.e. alpha=1.698e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=1.340e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=9.278e-06, with an active set of 224 regressors, and the smallest cholesky pivot element being 9.064e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=6.336e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 8.025e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=6.271e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 310 iterations, alpha=6.290e-06, previous alpha=6.076e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=6.711e-05, previous alpha=3.265e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 90 iterations, i.e. alpha=1.673e-04, with an active set of 78 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 137 iterations, i.e. alpha=8.573e-05, with an active set of 121 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 139 iterations, alpha=8.496e-05, previous alpha=8.366e-05, with an active set of 122 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=1.572e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=1.518e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=6.568e-04, previous alpha=4.404e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=9.581e-06, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 332 iterations, alpha=4.501e-06, previous alpha=4.501e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.266e-05, previous alpha=3.763e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.065e-05, previous alpha=4.368e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 189 iterations, i.e. alpha=4.647e-05, with an active set of 161 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=1.725e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 4.593e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=1.712e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 4.593e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 253 iterations, alpha=1.684e-05, previous alpha=1.683e-05, with an active set of 202 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=1.675e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.807e-05, previous alpha=3.723e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.562e-04, previous alpha=3.222e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.076e-05, previous alpha=4.144e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 91 iterations, i.e. alpha=1.651e-04, with an active set of 83 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 182 iterations, i.e. alpha=5.782e-05, with an active set of 150 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 203 iterations, i.e. alpha=3.148e-05, with an active set of 175 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.823e-05, previous alpha=3.931e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 255 iterations, alpha=1.975e-05, previous alpha=1.975e-05, with an active set of 204 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=1.571e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 246 iterations, alpha=1.556e-05, previous alpha=1.544e-05, with an active set of 201 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.864e-04, previous alpha=3.982e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.577e-05, previous alpha=3.990e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.661e-04, previous alpha=3.774e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=2.019e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=2.010e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.169e-05, previous alpha=4.683e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 253 iterations, i.e. alpha=1.572e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.080e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=9.697e-06, with an active set of 224 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 310 iterations, alpha=7.143e-06, previous alpha=6.995e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=2.856e-05, previous alpha=3.107e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 110 iterations, i.e. alpha=1.241e-04, with an active set of 98 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.679e-05, previous alpha=3.878e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 175 iterations, i.e. alpha=5.647e-05, with an active set of 145 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 181 iterations, alpha=5.425e-05, previous alpha=5.399e-05, with an active set of 150 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.091e-04, previous alpha=4.040e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.006e-05, previous alpha=3.694e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.208e-05, previous alpha=4.809e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 225 iterations, i.e. alpha=2.509e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 256 iterations, i.e. alpha=1.450e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=9.126e-06, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=9.022e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=1.426e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.188e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 268 iterations, alpha=1.171e-05, previous alpha=1.168e-05, with an active set of 217 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.690e-04, previous alpha=3.955e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=3.742e-06, previous alpha=3.742e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.583e-04, previous alpha=4.015e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 100 iterations, i.e. alpha=1.444e-04, with an active set of 92 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 120 iterations, i.e. alpha=1.070e-04, with an active set of 110 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 167 iterations, i.e. alpha=5.782e-05, with an active set of 149 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.204e-05, previous alpha=3.738e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=1.824e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=1.816e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.144e-05, previous alpha=3.238e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 250 iterations, alpha=1.821e-05, previous alpha=1.789e-05, with an active set of 207 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.377e-04, previous alpha=3.953e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.206e-03, previous alpha=4.567e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=2.803e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=2.014e-05, previous alpha=4.243e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.788e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=1.690e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=6.347e-04, previous alpha=3.705e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 259 iterations, alpha=1.692e-05, previous alpha=1.674e-05, with an active set of 206 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=6.638e-04, previous alpha=4.259e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=1.838e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=1.808e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 253 iterations, alpha=1.776e-05, previous alpha=1.753e-05, with an active set of 202 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 115 iterations, i.e. alpha=1.109e-04, with an active set of 107 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 120 iterations, i.e. alpha=9.866e-05, with an active set of 112 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 226 iterations, alpha=3.475e-05, previous alpha=3.474e-05, with an active set of 177 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=9.133e-06, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.053e-05, previous alpha=5.188e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=5.063e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 325 iterations, alpha=5.048e-06, previous alpha=5.039e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.264e-04, previous alpha=4.565e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=2.156e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.009e-04, previous alpha=4.334e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.679e-05, previous alpha=4.261e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=5.196e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 337 iterations, alpha=5.154e-06, previous alpha=5.053e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=5.406e-04, previous alpha=4.358e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 116 iterations, i.e. alpha=1.075e-04, with an active set of 106 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=3.079e-04, previous alpha=3.528e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 214 iterations, i.e. alpha=3.198e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=4.425e-04, previous alpha=5.436e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 232 iterations, alpha=2.499e-05, previous alpha=2.490e-05, with an active set of 195 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=2.731e-04, previous alpha=4.992e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.002e-04, previous alpha=3.725e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=2.290e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.275e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 269 iterations, alpha=1.620e-05, previous alpha=1.608e-05, with an active set of 212 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.028e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.672e-05, previous alpha=3.885e-06, with an active set of 259 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.504e-05, previous alpha=3.428e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=4.249e-05, previous alpha=2.935e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 170 iterations, i.e. alpha=5.432e-05, with an active set of 142 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.280e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 9.996e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.326e-05, previous alpha=3.290e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 277 iterations, alpha=1.234e-05, previous alpha=1.230e-05, with an active set of 218 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.340e-04, previous alpha=4.136e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.174e-05, previous alpha=4.627e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.684e-05, previous alpha=4.032e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.209e-05, previous alpha=4.414e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.031e-04, previous alpha=4.078e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 239 iterations, i.e. alpha=2.291e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=8.610e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 297 iterations, alpha=8.519e-06, previous alpha=8.517e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=2.395e-05, previous alpha=4.095e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 116 iterations, i.e. alpha=1.138e-04, with an active set of 104 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.198e-05, previous alpha=3.297e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=7.999e-06, previous alpha=2.923e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 235 iterations, i.e. alpha=2.158e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=8.685e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=8.565e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 8.363e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=8.310e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 8.363e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 300 iterations, alpha=8.349e-06, previous alpha=8.249e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=5.104e-04, previous alpha=4.494e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.810e-04, previous alpha=3.898e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.634e-04, previous alpha=4.753e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.076e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 292 iterations, alpha=1.041e-05, previous alpha=1.013e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.071e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.100e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=8.271e-05, previous alpha=3.610e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.154e-05, previous alpha=3.083e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 124 iterations, i.e. alpha=1.095e-04, with an active set of 110 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 170 iterations, i.e. alpha=5.667e-05, with an active set of 146 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 176 iterations, alpha=5.503e-05, previous alpha=5.485e-05, with an active set of 149 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.825e-06, previous alpha=3.399e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.419e-05, previous alpha=3.916e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.041e-05, previous alpha=3.883e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.364e-04, previous alpha=4.388e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=2.579e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.468e-04, previous alpha=3.821e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.944e-04, previous alpha=3.939e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.538e-06, previous alpha=5.515e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.882e-04, previous alpha=4.053e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.303e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 130 iterations, i.e. alpha=1.014e-04, with an active set of 114 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=5.802e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 8.560e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=5.798e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 8.560e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=5.786e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 332 iterations, alpha=5.638e-06, previous alpha=5.622e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 185 iterations, i.e. alpha=5.559e-05, with an active set of 155 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=2.335e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 8.878e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=2.300e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 8.229e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 245 iterations, alpha=2.322e-05, previous alpha=2.276e-05, with an active set of 196 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.956e-05, previous alpha=4.565e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=5.278e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 4.081e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=4.882e-04, previous alpha=4.484e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.292e-04, previous alpha=4.399e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.049e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.453e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 270 iterations, alpha=1.435e-05, previous alpha=1.427e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.238e-03, previous alpha=5.301e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.589e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=9.735e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 305 iterations, alpha=8.978e-06, previous alpha=8.859e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=9.420e-05, previous alpha=5.292e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 94 iterations, i.e. alpha=1.623e-04, with an active set of 88 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.044e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 322 iterations, alpha=5.904e-06, previous alpha=5.904e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 189 iterations, i.e. alpha=5.954e-05, with an active set of 155 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 189 iterations, i.e. alpha=5.950e-05, with an active set of 155 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 196 iterations, alpha=5.435e-05, previous alpha=5.393e-05, with an active set of 161 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 345 iterations, i.e. alpha=5.504e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.863e-05, previous alpha=5.264e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.105e-04, previous alpha=6.378e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.742e-04, previous alpha=5.343e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=2.115e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 253 iterations, i.e. alpha=2.095e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 255 iterations, alpha=2.075e-05, previous alpha=2.044e-05, with an active set of 208 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 321 iterations, i.e. alpha=8.392e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=7.516e-06, previous alpha=5.280e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 212 iterations, i.e. alpha=3.784e-05, with an active set of 168 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 215 iterations, i.e. alpha=3.630e-05, with an active set of 171 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 216 iterations, alpha=3.607e-05, previous alpha=3.504e-05, with an active set of 171 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.062e-04, previous alpha=4.758e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.556e-05, previous alpha=5.786e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 156 iterations, i.e. alpha=6.644e-05, with an active set of 136 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=9.188e-04, previous alpha=4.966e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 251 iterations, alpha=2.377e-05, previous alpha=2.347e-05, with an active set of 204 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=9.396e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.877e-04, previous alpha=5.718e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=8.345e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=8.169e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=5.271e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 344 iterations, alpha=5.125e-06, previous alpha=5.113e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.239e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.651e-04, previous alpha=5.670e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.284e-04, previous alpha=5.171e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 233 iterations, i.e. alpha=2.759e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 307 iterations, alpha=8.394e-06, previous alpha=8.371e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.470e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.666e-05, previous alpha=5.175e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 105 iterations, i.e. alpha=1.253e-04, with an active set of 95 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.052e-06, previous alpha=3.956e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.737e-05, previous alpha=5.899e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.059e-04, previous alpha=4.676e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=9.051e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 323 iterations, i.e. alpha=7.520e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.825e-05, previous alpha=6.858e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 325 iterations, alpha=7.416e-06, previous alpha=7.299e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.400e-04, previous alpha=5.048e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.004e-03, previous alpha=4.902e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=6.696e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=1.713e-04, previous alpha=4.350e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.195e-04, previous alpha=4.825e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 104 iterations, i.e. alpha=1.291e-04, with an active set of 96 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=2.117e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 155 iterations, i.e. alpha=7.476e-05, with an active set of 135 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 168 iterations, i.e. alpha=6.390e-05, with an active set of 142 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=7.465e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.230e-04, previous alpha=5.756e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=1.943e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 4.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.999e-04, previous alpha=3.353e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.215e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=1.822e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=9.271e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 300 iterations, alpha=9.271e-06, previous alpha=9.172e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.685e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 269 iterations, alpha=1.643e-05, previous alpha=1.632e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=1.161e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.594e-04, previous alpha=5.812e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=7.399e-04, previous alpha=4.898e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 239 iterations, i.e. alpha=2.720e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.600e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 246 iterations, alpha=2.590e-05, previous alpha=2.576e-05, with an active set of 195 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=7.296e-04, previous alpha=5.878e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=9.378e-05, previous alpha=4.760e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 227 iterations, i.e. alpha=3.323e-05, with an active set of 179 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 109 iterations, i.e. alpha=1.287e-04, with an active set of 99 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 138 iterations, i.e. alpha=9.513e-05, with an active set of 118 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.783e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 146 iterations, alpha=9.060e-05, previous alpha=8.998e-05, with an active set of 125 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 276 iterations, alpha=1.671e-05, previous alpha=1.662e-05, with an active set of 207 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.936e-04, previous alpha=5.958e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.469e-04, previous alpha=5.897e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.063e-04, previous alpha=5.058e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 205 iterations, i.e. alpha=3.711e-05, with an active set of 177 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=2.516e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 256 iterations, alpha=1.617e-05, previous alpha=1.575e-05, with an active set of 207 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=7.892e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.250e-05, previous alpha=3.368e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=8.764e-04, previous alpha=2.384e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.584e-03, previous alpha=2.974e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 141 iterations, i.e. alpha=8.593e-05, with an active set of 119 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.158e-04, previous alpha=4.063e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.335e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.618e-04, previous alpha=4.521e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.823e-04, previous alpha=3.634e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=5.780e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 341 iterations, alpha=5.696e-06, previous alpha=5.465e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.864e-04, previous alpha=3.812e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.316e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.798e-04, previous alpha=4.533e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=2.233e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=2.110e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=2.109e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.917e-05, previous alpha=4.283e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.055e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.042e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 277 iterations, alpha=9.744e-06, previous alpha=9.477e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 115 iterations, i.e. alpha=1.160e-04, with an active set of 103 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=1.405e-04, previous alpha=3.737e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 256 iterations, i.e. alpha=1.315e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 158 iterations, i.e. alpha=6.594e-05, with an active set of 132 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 158 iterations, i.e. alpha=6.593e-05, with an active set of 132 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 168 iterations, alpha=5.991e-05, previous alpha=5.971e-05, with an active set of 141 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.273e-06, previous alpha=3.265e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.566e-05, previous alpha=4.066e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.065e-06, previous alpha=4.682e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.200e-04, previous alpha=4.748e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 212 iterations, i.e. alpha=3.298e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=1.468e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.294e-04, previous alpha=2.512e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.463e-04, previous alpha=3.793e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=6.123e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 347 iterations, i.e. alpha=3.889e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=7.677e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=7.581e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 349 iterations, i.e. alpha=3.773e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=4.570e-05, previous alpha=3.654e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 339 iterations, alpha=3.967e-06, previous alpha=3.918e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 128 iterations, i.e. alpha=9.678e-05, with an active set of 112 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.288e-04, previous alpha=3.979e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=5.107e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 331 iterations, alpha=5.101e-06, previous alpha=4.745e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=2.016e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 242 iterations, alpha=2.014e-05, previous alpha=1.990e-05, with an active set of 193 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.229e-05, previous alpha=3.726e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=6.489e-05, previous alpha=4.684e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=1.243e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=9.989e-06, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=9.586e-06, with an active set of 224 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 285 iterations, alpha=9.068e-06, previous alpha=8.802e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=2.385e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.262e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.258e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 272 iterations, alpha=1.223e-05, previous alpha=1.208e-05, with an active set of 213 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.154e-04, previous alpha=3.703e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=6.129e-04, previous alpha=4.023e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.286e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 178 iterations, i.e. alpha=5.444e-05, with an active set of 150 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=8.071e-06, previous alpha=4.135e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.434e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.613e-05, previous alpha=3.842e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=6.047e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=5.492e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=5.189e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 318 iterations, alpha=5.380e-06, previous alpha=5.074e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.099e-04, previous alpha=5.411e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.662e-04, previous alpha=4.734e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=8.864e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=7.510e-06, previous alpha=4.370e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=8.630e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=4.990e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 331 iterations, alpha=4.872e-06, previous alpha=4.713e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.502e-04, previous alpha=5.115e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.598e-04, previous alpha=4.681e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 128 iterations, i.e. alpha=1.007e-04, with an active set of 108 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 192 iterations, i.e. alpha=5.044e-05, with an active set of 154 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 192 iterations, i.e. alpha=5.042e-05, with an active set of 154 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.426e-06, previous alpha=3.358e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=3.149e-04, previous alpha=3.861e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 233 iterations, i.e. alpha=2.522e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.995e-04, previous alpha=3.896e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 234 iterations, alpha=2.522e-05, previous alpha=2.496e-05, with an active set of 187 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.131e-04, previous alpha=4.214e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=1.871e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=1.794e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=5.829e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=4.397e-04, previous alpha=5.057e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.397e-05, previous alpha=5.289e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.579e-05, previous alpha=5.452e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=7.223e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 4.081e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=5.537e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 329 iterations, alpha=5.493e-06, previous alpha=5.427e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.965e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 115 iterations, i.e. alpha=1.095e-04, with an active set of 103 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.382e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 319 iterations, alpha=7.374e-06, previous alpha=7.282e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=6.318e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.297e-06, previous alpha=5.897e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.459e-04, previous alpha=5.245e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=2.026e-04, previous alpha=1.496e-05, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.617e-05, previous alpha=5.733e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 220 iterations, i.e. alpha=3.492e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=2.421e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=2.383e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 241 iterations, alpha=2.418e-05, previous alpha=2.404e-05, with an active set of 200 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 327 iterations, alpha=7.237e-06, previous alpha=7.094e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.637e-04, previous alpha=4.538e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=5.175e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.263e-05, previous alpha=4.411e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 89 iterations, i.e. alpha=1.693e-04, with an active set of 81 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=1.572e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 184 iterations, i.e. alpha=5.550e-05, with an active set of 156 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 186 iterations, alpha=5.441e-05, previous alpha=5.439e-05, with an active set of 157 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.072e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.010e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 293 iterations, alpha=1.049e-05, previous alpha=1.008e-05, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=7.786e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=8.596e-06, previous alpha=5.068e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=7.635e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 316 iterations, alpha=7.467e-06, previous alpha=7.225e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.046e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=9.715e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 297 iterations, alpha=9.715e-06, previous alpha=9.528e-06, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 200 iterations, i.e. alpha=4.034e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 253 iterations, i.e. alpha=1.789e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 254 iterations, alpha=1.781e-05, previous alpha=1.779e-05, with an active set of 209 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 253 iterations, i.e. alpha=2.226e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=1.698e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=5.553e-06, with an active set of 251 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 340 iterations, alpha=5.548e-06, previous alpha=5.500e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 348 iterations, i.e. alpha=4.188e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 348 iterations, i.e. alpha=4.141e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 6.144e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 349 iterations, i.e. alpha=4.049e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 6.144e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.269e-04, previous alpha=5.608e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 364 iterations, alpha=1.017e-04, previous alpha=3.443e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 159 iterations, i.e. alpha=7.432e-05, with an active set of 137 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=6.801e-06, previous alpha=4.656e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 213 iterations, i.e. alpha=3.874e-05, with an active set of 177 regressors, and the smallest cholesky pivot element being 4.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.678e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 276 iterations, alpha=1.513e-05, previous alpha=1.500e-05, with an active set of 215 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=4.999e-04, previous alpha=4.580e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.467e-04, previous alpha=3.792e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=8.197e-05, previous alpha=4.736e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.485e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 218 iterations, i.e. alpha=3.739e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=8.893e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=4.640e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=5.703e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=5.700e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 8.025e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.173e-05, previous alpha=4.226e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=7.948e-05, previous alpha=4.069e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 348 iterations, i.e. alpha=4.809e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 8.025e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.013e-04, previous alpha=4.641e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=3.676e-06, previous alpha=3.676e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 114 iterations, i.e. alpha=1.122e-04, with an active set of 100 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=1.905e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=9.326e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 349 iterations, i.e. alpha=3.951e-06, with an active set of 251 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=1.106e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=3.973e-06, previous alpha=3.670e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=9.395e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 317 iterations, alpha=9.430e-06, previous alpha=9.405e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 364 iterations, alpha=1.355e-04, previous alpha=4.309e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=4.033e-04, previous alpha=4.633e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 348 iterations, i.e. alpha=4.677e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=5.550e-05, previous alpha=4.241e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.848e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 204 iterations, i.e. alpha=3.966e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=6.950e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 314 iterations, alpha=6.900e-06, previous alpha=6.884e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.105e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 321 iterations, i.e. alpha=7.468e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 321 iterations, i.e. alpha=7.384e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 6.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 322 iterations, alpha=7.450e-06, previous alpha=7.365e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.367e-04, previous alpha=4.500e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.738e-04, previous alpha=5.220e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 239 iterations, i.e. alpha=1.950e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 103 iterations, i.e. alpha=1.393e-04, with an active set of 91 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=2.597e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.569e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=1.549e-05, previous alpha=3.390e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=7.300e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.039e-06, previous alpha=5.004e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=4.905e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=8.406e-05, previous alpha=4.339e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=4.849e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.821e-06, previous alpha=4.805e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.225e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=6.254e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 4.344e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=6.136e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 344 iterations, alpha=6.254e-06, previous alpha=6.134e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=2.559e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 235 iterations, i.e. alpha=2.550e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 254 iterations, i.e. alpha=1.854e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.334e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=5.645e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=9.363e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=9.287e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 305 iterations, alpha=9.363e-06, previous alpha=9.153e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.616e-06, previous alpha=5.553e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=1.024e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=9.894e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 310 iterations, alpha=9.854e-06, previous alpha=9.377e-06, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.680e-05, previous alpha=4.467e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 204 iterations, i.e. alpha=3.834e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 119 iterations, i.e. alpha=1.073e-04, with an active set of 105 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 222 iterations, i.e. alpha=2.751e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 239 iterations, i.e. alpha=2.206e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=8.141e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 205 iterations, i.e. alpha=3.967e-05, with an active set of 173 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=8.009e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 239 iterations, i.e. alpha=2.314e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 209 iterations, alpha=3.613e-05, previous alpha=3.612e-05, with an active set of 176 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 240 iterations, alpha=2.308e-05, previous alpha=2.308e-05, with an active set of 197 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.199e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 340 iterations, alpha=5.571e-06, previous alpha=5.363e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 338 iterations, alpha=5.951e-06, previous alpha=5.871e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.466e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 344 iterations, alpha=4.768e-06, previous alpha=4.768e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 207 iterations, i.e. alpha=4.415e-05, with an active set of 173 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.932e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=8.458e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=8.454e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 312 iterations, alpha=8.443e-06, previous alpha=8.285e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.363e-05, previous alpha=4.541e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.886e-04, previous alpha=4.847e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 361 iterations, alpha=2.908e-05, previous alpha=4.023e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 116 iterations, i.e. alpha=1.068e-04, with an active set of 106 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 162 iterations, i.e. alpha=6.763e-05, with an active set of 142 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 209 iterations, i.e. alpha=3.564e-05, with an active set of 177 regressors, and the smallest cholesky pivot element being 5.576e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 215 iterations, alpha=3.138e-05, previous alpha=3.138e-05, with an active set of 182 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=4.758e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=9.705e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=9.651e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 299 iterations, alpha=9.130e-06, previous alpha=9.018e-06, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.148e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=2.747e-05, previous alpha=3.397e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=4.340e-06, previous alpha=4.339e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.093e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=1.049e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 351 iterations, i.e. alpha=4.923e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.612e-06, previous alpha=4.828e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=1.111e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=1.102e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 310 iterations, alpha=1.102e-05, previous alpha=1.101e-05, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.922e-05, previous alpha=5.083e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.340e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.290e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 282 iterations, alpha=1.227e-05, previous alpha=1.226e-05, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.569e-04, previous alpha=4.458e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.191e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.185e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 98 iterations, i.e. alpha=1.519e-04, with an active set of 90 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 302 iterations, alpha=8.952e-06, previous alpha=8.949e-06, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 112 iterations, i.e. alpha=1.202e-04, with an active set of 100 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 119 iterations, alpha=1.116e-04, previous alpha=1.107e-04, with an active set of 106 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=3.928e-05, previous alpha=4.274e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=8.763e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=7.138e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 325 iterations, i.e. alpha=5.894e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.804e-05, previous alpha=4.301e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=7.704e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 312 iterations, alpha=7.049e-06, previous alpha=7.010e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=7.454e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=7.450e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 198 iterations, i.e. alpha=4.656e-05, with an active set of 162 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=9.207e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.437e-04, previous alpha=4.694e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=6.149e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.617e-06, previous alpha=5.358e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.645e-04, previous alpha=4.417e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=7.748e-06, previous alpha=3.904e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=3.176e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 126 iterations, i.e. alpha=1.043e-04, with an active set of 108 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 254 iterations, i.e. alpha=1.845e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 165 iterations, i.e. alpha=6.951e-05, with an active set of 143 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.191e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 285 iterations, alpha=1.157e-05, previous alpha=1.137e-05, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 179 iterations, i.e. alpha=5.709e-05, with an active set of 155 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=1.666e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 313 iterations, alpha=1.066e-05, previous alpha=9.909e-06, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=2.184e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 8.878e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=2.146e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=2.078e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=8.342e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=1.931e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 316 iterations, alpha=8.316e-06, previous alpha=8.245e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=1.907e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 6.747e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 257 iterations, alpha=1.943e-05, previous alpha=1.869e-05, with an active set of 208 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.395e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=5.626e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 5.771e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 325 iterations, alpha=5.624e-06, previous alpha=5.604e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 206 iterations, i.e. alpha=3.583e-05, with an active set of 174 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.321e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.115e-04, previous alpha=4.623e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.316e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 286 iterations, alpha=1.316e-05, previous alpha=1.313e-05, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.053e-04, previous alpha=5.231e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=1.655e-04, previous alpha=4.941e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.584e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.581e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 127 iterations, i.e. alpha=1.030e-04, with an active set of 111 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 272 iterations, alpha=1.557e-05, previous alpha=1.550e-05, with an active set of 213 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 187 iterations, i.e. alpha=5.430e-05, with an active set of 161 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 227 iterations, i.e. alpha=3.043e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.044e-05, previous alpha=4.524e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 272 iterations, alpha=1.507e-05, previous alpha=1.494e-05, with an active set of 211 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.256e-04, previous alpha=5.361e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=4.684e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=4.165e-06, previous alpha=4.066e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.051e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.012e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 192 iterations, i.e. alpha=4.887e-05, with an active set of 162 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=8.760e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=7.509e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 314 iterations, alpha=7.286e-06, previous alpha=7.235e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.129e-05, previous alpha=5.441e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.342e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 8.816e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 287 iterations, alpha=1.342e-05, previous alpha=1.340e-05, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.101e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.079e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.001e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 293 iterations, alpha=9.514e-06, previous alpha=9.035e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 151 iterations, i.e. alpha=8.476e-05, with an active set of 133 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 174 iterations, i.e. alpha=6.538e-05, with an active set of 150 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 179 iterations, i.e. alpha=6.085e-05, with an active set of 153 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 180 iterations, alpha=6.051e-05, previous alpha=6.040e-05, with an active set of 153 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 228 iterations, i.e. alpha=3.118e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.187e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.548e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.539e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 282 iterations, alpha=1.474e-05, previous alpha=1.457e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.033e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 8.025e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.029e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 301 iterations, alpha=1.005e-05, previous alpha=9.921e-06, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.805e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.798e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.632e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.428e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.422e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 320 iterations, i.e. alpha=7.141e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=1.804e-04, previous alpha=4.791e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.424e-04, previous alpha=5.634e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.143e-05, previous alpha=5.426e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=1.297e-04, previous alpha=4.603e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=3.272e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.319e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 288 iterations, alpha=1.318e-05, previous alpha=1.304e-05, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.086e-04, previous alpha=5.413e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 106 iterations, i.e. alpha=1.335e-04, with an active set of 94 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=2.255e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 178 iterations, i.e. alpha=6.365e-05, with an active set of 150 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.283e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 286 iterations, alpha=1.226e-05, previous alpha=1.223e-05, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 350 iterations, i.e. alpha=6.718e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=7.074e-05, previous alpha=6.718e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.433e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=6.676e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 322 iterations, alpha=8.858e-06, previous alpha=8.849e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=6.668e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 337 iterations, alpha=6.066e-06, previous alpha=5.987e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.429e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=9.356e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 312 iterations, alpha=9.337e-06, previous alpha=9.143e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 199 iterations, i.e. alpha=4.953e-05, with an active set of 169 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.713e-05, previous alpha=4.753e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=1.017e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 291 iterations, alpha=1.240e-05, previous alpha=1.240e-05, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.414e-04, previous alpha=5.091e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=8.964e-05, previous alpha=5.605e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 101 iterations, i.e. alpha=1.404e-04, with an active set of 93 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 133 iterations, i.e. alpha=9.264e-05, with an active set of 117 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 177 iterations, i.e. alpha=5.981e-05, with an active set of 147 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 219 iterations, i.e. alpha=4.079e-05, with an active set of 175 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=1.271e-05, previous alpha=4.418e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.759e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=1.994e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 266 iterations, alpha=1.850e-05, previous alpha=1.749e-05, with an active set of 211 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=6.588e-05, previous alpha=5.202e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=1.187e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 336 iterations, alpha=6.325e-06, previous alpha=6.206e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=2.077e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=9.220e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 318 iterations, alpha=8.917e-06, previous alpha=8.909e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=3.509e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=2.208e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 261 iterations, i.e. alpha=2.109e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=7.981e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 268 iterations, alpha=1.967e-05, previous alpha=1.890e-05, with an active set of 211 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.677e-05, previous alpha=5.383e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.460e-04, previous alpha=4.712e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 349 iterations, i.e. alpha=4.882e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 106 iterations, i.e. alpha=1.365e-04, with an active set of 92 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 129 iterations, i.e. alpha=9.787e-05, with an active set of 115 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 239 iterations, i.e. alpha=2.650e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 178 iterations, alpha=6.065e-05, previous alpha=6.046e-05, with an active set of 151 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=2.208e-05, previous alpha=4.300e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 261 iterations, i.e. alpha=1.967e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.692e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 280 iterations, alpha=1.611e-05, previous alpha=1.595e-05, with an active set of 215 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=6.240e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=3.832e-05, previous alpha=5.295e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.796e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=5.651e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.256e-04, previous alpha=5.410e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=1.098e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=1.028e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 312 iterations, alpha=9.800e-06, previous alpha=9.779e-06, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 204 iterations, i.e. alpha=4.644e-05, with an active set of 174 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.643e-04, previous alpha=5.669e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.131e-04, previous alpha=5.300e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=2.072e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 213 iterations, i.e. alpha=3.839e-05, with an active set of 175 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=9.491e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 9.771e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.212e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 321 iterations, alpha=8.065e-06, previous alpha=8.065e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 287 iterations, alpha=1.206e-05, previous alpha=1.191e-05, with an active set of 224 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 321 iterations, i.e. alpha=8.670e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=8.569e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.425e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=6.529e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=6.449e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.014e-04, previous alpha=5.475e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=2.916e-04, previous alpha=5.744e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 106 iterations, i.e. alpha=1.307e-04, with an active set of 96 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 222 iterations, i.e. alpha=3.288e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=2.548e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 4.081e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 261 iterations, alpha=2.547e-05, previous alpha=2.511e-05, with an active set of 202 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=2.010e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.197e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 266 iterations, alpha=1.949e-05, previous alpha=1.917e-05, with an active set of 217 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=8.945e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=8.944e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=7.289e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 7.955e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=7.171e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 7.955e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 336 iterations, alpha=7.281e-06, previous alpha=7.146e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 209 iterations, i.e. alpha=4.248e-05, with an active set of 175 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=1.003e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=9.642e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 315 iterations, alpha=8.943e-06, previous alpha=8.914e-06, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=8.311e-04, previous alpha=6.614e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.127e-04, previous alpha=5.830e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=1.403e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=1.390e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 304 iterations, alpha=1.341e-05, previous alpha=1.332e-05, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 110 iterations, i.e. alpha=1.277e-04, with an active set of 96 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=3.682e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 130 iterations, i.e. alpha=9.474e-05, with an active set of 116 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 161 iterations, alpha=6.786e-05, previous alpha=6.749e-05, with an active set of 146 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.712e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=5.905e-06, previous alpha=4.393e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=1.674e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=2.474e-05, previous alpha=6.844e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=6.569e-06, previous alpha=6.546e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=1.146e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=1.141e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=1.138e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.474e-05, previous alpha=6.527e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 228 iterations, i.e. alpha=3.108e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=1.602e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 265 iterations, alpha=1.563e-05, previous alpha=1.547e-05, with an active set of 216 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=2.263e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.895e-05, previous alpha=3.953e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=6.557e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 8.689e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 331 iterations, alpha=6.535e-06, previous alpha=6.415e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=8.378e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=3.190e-04, previous alpha=4.317e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=3.326e-06, previous alpha=2.986e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 97 iterations, i.e. alpha=1.440e-04, with an active set of 87 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=4.669e-05, previous alpha=5.053e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 167 iterations, i.e. alpha=6.987e-05, with an active set of 147 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 170 iterations, i.e. alpha=6.478e-05, with an active set of 150 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 178 iterations, alpha=5.930e-05, previous alpha=5.910e-05, with an active set of 157 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=7.785e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.252e-05, previous alpha=3.706e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 361 iterations, alpha=1.617e-05, previous alpha=4.819e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 205 iterations, i.e. alpha=4.738e-05, with an active set of 167 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=2.938e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=2.904e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=5.305e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 239 iterations, alpha=2.896e-05, previous alpha=2.855e-05, with an active set of 190 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.789e-05, previous alpha=5.068e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=8.720e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.080e-05, previous alpha=4.393e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=6.187e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.128e-04, previous alpha=4.559e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 221 iterations, i.e. alpha=2.829e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 113 iterations, i.e. alpha=1.184e-04, with an active set of 97 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.594e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=2.185e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 192 iterations, i.e. alpha=5.475e-05, with an active set of 160 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 193 iterations, alpha=5.462e-05, previous alpha=5.433e-05, with an active set of 160 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 239 iterations, alpha=2.195e-05, previous alpha=2.195e-05, with an active set of 202 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=9.604e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 303 iterations, alpha=9.577e-06, previous alpha=9.370e-06, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.836e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.234e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 286 iterations, alpha=1.195e-05, previous alpha=1.195e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=7.524e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=7.423e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.044e-05, previous alpha=4.051e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=2.464e-05, previous alpha=3.407e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 230 iterations, i.e. alpha=2.430e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=2.155e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=2.151e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.283e-04, previous alpha=4.940e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=2.486e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 244 iterations, alpha=2.049e-05, previous alpha=2.028e-05, with an active set of 209 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 242 iterations, alpha=2.451e-05, previous alpha=2.391e-05, with an active set of 201 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.374e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 114 iterations, i.e. alpha=1.146e-04, with an active set of 102 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 185 iterations, i.e. alpha=5.630e-05, with an active set of 161 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=9.045e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 299 iterations, alpha=9.020e-06, previous alpha=8.723e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 190 iterations, alpha=5.153e-05, previous alpha=5.137e-05, with an active set of 165 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.360e-05, previous alpha=5.013e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.077e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 320 iterations, i.e. alpha=5.716e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 349 iterations, i.e. alpha=3.876e-06, with an active set of 255 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=9.882e-04, previous alpha=3.772e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=7.626e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 323 iterations, i.e. alpha=7.622e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 323 iterations, i.e. alpha=7.598e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 332 iterations, alpha=6.843e-06, previous alpha=6.803e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 196 iterations, i.e. alpha=4.769e-05, with an active set of 172 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.264e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.242e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.241e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 283 iterations, alpha=1.240e-05, previous alpha=1.239e-05, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=4.468e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 342 iterations, alpha=4.307e-06, previous alpha=4.208e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.112e-05, previous alpha=4.289e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=4.564e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.559e-05, previous alpha=3.980e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 117 iterations, i.e. alpha=1.047e-04, with an active set of 103 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 220 iterations, i.e. alpha=2.913e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.001e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 246 iterations, i.e. alpha=1.977e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 193 iterations, i.e. alpha=4.555e-05, with an active set of 163 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 249 iterations, alpha=1.963e-05, previous alpha=1.943e-05, with an active set of 206 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=8.354e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=1.003e-05, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=9.004e-06, with an active set of 220 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=4.404e-06, with an active set of 251 regressors, and the smallest cholesky pivot element being 6.747e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.990e-05, previous alpha=5.119e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=9.002e-06, with an active set of 221 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=4.392e-06, with an active set of 251 regressors, and the smallest cholesky pivot element being 6.747e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 293 iterations, alpha=8.796e-06, previous alpha=8.747e-06, with an active set of 224 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.035e-04, previous alpha=4.140e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.502e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.494e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=7.392e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=5.695e-06, previous alpha=4.810e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 209 iterations, i.e. alpha=4.027e-05, with an active set of 173 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=6.335e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.120e-04, previous alpha=4.026e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=4.879e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.243e-05, previous alpha=4.877e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.122e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 296 iterations, alpha=1.061e-05, previous alpha=1.056e-05, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.700e-04, previous alpha=5.107e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 131 iterations, i.e. alpha=9.780e-05, with an active set of 115 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.568e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 235 iterations, i.e. alpha=2.387e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.109e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.322e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=1.704e-04, previous alpha=5.684e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=5.949e-04, previous alpha=4.919e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.294e-05, previous alpha=4.681e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 342 iterations, alpha=7.627e-06, previous alpha=5.584e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.115e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=7.501e-05, previous alpha=4.564e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.153e-03, previous alpha=4.075e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.495e-05, previous alpha=5.226e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=3.499e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=1.960e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=1.915e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=1.773e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 254 iterations, i.e. alpha=3.082e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 267 iterations, alpha=1.797e-05, previous alpha=1.710e-05, with an active set of 218 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 283 iterations, i.e. alpha=1.572e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 287 iterations, alpha=1.425e-05, previous alpha=1.417e-05, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 104 iterations, i.e. alpha=1.411e-04, with an active set of 90 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 235 iterations, i.e. alpha=2.787e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 212 iterations, i.e. alpha=4.618e-05, with an active set of 170 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 316 iterations, alpha=8.756e-06, previous alpha=8.748e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=7.670e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.569e-04, previous alpha=6.467e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.173e-05, previous alpha=5.358e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=1.149e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=9.822e-06, with an active set of 224 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=9.806e-06, with an active set of 224 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.965e-05, previous alpha=5.888e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=1.043e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=6.882e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 9.186e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 333 iterations, alpha=6.594e-06, previous alpha=6.453e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=2.185e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=1.756e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=6.652e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 8.752e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=6.570e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 8.752e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=4.871e-06, with an active set of 257 regressors, and the smallest cholesky pivot element being 5.771e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 342 iterations, alpha=5.112e-06, previous alpha=4.741e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=1.046e-05, previous alpha=3.571e-06, with an active set of 259 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.365e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.350e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.332e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=9.062e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=4.103e-06, with an active set of 254 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.791e-06, previous alpha=4.865e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.159e-04, previous alpha=3.301e-06, with an active set of 261 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=6.751e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=5.376e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=5.339e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 340 iterations, alpha=5.198e-06, previous alpha=5.094e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=4.603e-06, with an active set of 251 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 94 iterations, i.e. alpha=1.538e-04, with an active set of 84 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=4.501e-06, previous alpha=4.402e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 239 iterations, i.e. alpha=2.769e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 240 iterations, alpha=2.769e-05, previous alpha=2.758e-05, with an active set of 195 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.149e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=7.492e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=7.250e-06, previous alpha=7.241e-06, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.032e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.030e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=9.678e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=9.665e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 300 iterations, alpha=9.619e-06, previous alpha=9.566e-06, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.197e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=5.130e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 185 iterations, i.e. alpha=5.357e-05, with an active set of 155 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=1.276e-05, previous alpha=3.570e-06, with an active set of 259 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.652e-05, previous alpha=4.936e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=8.190e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=6.176e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.743e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=5.932e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.740e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 277 iterations, alpha=1.638e-05, previous alpha=1.635e-05, with an active set of 218 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.015e-05, previous alpha=4.289e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 235 iterations, i.e. alpha=2.193e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 243 iterations, i.e. alpha=2.148e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=2.109e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 246 iterations, alpha=2.097e-05, previous alpha=2.043e-05, with an active set of 201 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=2.108e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 117 iterations, i.e. alpha=1.036e-04, with an active set of 105 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=2.117e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.054e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 293 iterations, i.e. alpha=1.018e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.733e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=1.010e-05, previous alpha=1.008e-05, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 202 iterations, i.e. alpha=4.071e-05, with an active set of 170 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 256 iterations, alpha=1.661e-05, previous alpha=1.649e-05, with an active set of 213 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=2.031e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=2.020e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 261 iterations, alpha=1.603e-05, previous alpha=1.585e-05, with an active set of 212 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=7.434e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=7.236e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=7.167e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=7.164e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 8.941e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 312 iterations, alpha=6.974e-06, previous alpha=6.682e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.630e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=5.524e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=4.188e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.151e-04, previous alpha=3.646e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 325 iterations, i.e. alpha=8.052e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 212 iterations, i.e. alpha=3.673e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.500e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.243e-05, previous alpha=5.981e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 286 iterations, alpha=1.500e-05, previous alpha=1.497e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.539e-05, previous alpha=4.309e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 118 iterations, i.e. alpha=1.071e-04, with an active set of 108 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=7.763e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 154 iterations, i.e. alpha=7.352e-05, with an active set of 136 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.196e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.146e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=5.162e-06, previous alpha=3.768e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 244 iterations, alpha=2.390e-05, previous alpha=2.390e-05, with an active set of 195 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=6.649e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.483e-05, previous alpha=5.562e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.911e-05, previous alpha=3.968e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=1.017e-05, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=5.320e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=5.267e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 8.429e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=5.207e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 8.429e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.213e-06, previous alpha=5.113e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 184 iterations, i.e. alpha=5.531e-05, with an active set of 156 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.524e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.013e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 253 iterations, alpha=2.202e-05, previous alpha=2.189e-05, with an active set of 208 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.009e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 289 iterations, alpha=1.002e-05, previous alpha=1.000e-05, with an active set of 224 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.115e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 330 iterations, i.e. alpha=6.143e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 227 iterations, i.e. alpha=2.321e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=5.618e-04, previous alpha=5.193e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.389e-04, previous alpha=5.034e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 216 iterations, i.e. alpha=3.799e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 121 iterations, i.e. alpha=1.058e-04, with an active set of 107 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 325 iterations, i.e. alpha=6.982e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 326 iterations, alpha=6.980e-06, previous alpha=6.805e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=9.752e-06, previous alpha=5.253e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 180 iterations, i.e. alpha=5.549e-05, with an active set of 158 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 180 iterations, i.e. alpha=5.544e-05, with an active set of 158 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 184 iterations, alpha=5.221e-05, previous alpha=5.210e-05, with an active set of 161 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.341e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=7.779e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=7.695e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 306 iterations, alpha=7.511e-06, previous alpha=7.185e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=1.120e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=9.933e-06, previous alpha=5.235e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=9.165e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 295 iterations, alpha=8.595e-06, previous alpha=8.586e-06, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.179e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=9.073e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=9.936e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.442e-05, previous alpha=4.833e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=6.198e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 334 iterations, alpha=6.131e-06, previous alpha=6.120e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=6.131e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.896e-05, previous alpha=5.319e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 221 iterations, i.e. alpha=3.098e-05, with an active set of 181 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 122 iterations, i.e. alpha=1.073e-04, with an active set of 108 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=1.080e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 238 iterations, i.e. alpha=2.121e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=1.079e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 167 iterations, i.e. alpha=7.149e-05, with an active set of 141 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 167 iterations, i.e. alpha=7.146e-05, with an active set of 141 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 223 iterations, i.e. alpha=3.575e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=5.398e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=5.054e-06, previous alpha=4.444e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 238 iterations, i.e. alpha=2.649e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 238 iterations, i.e. alpha=2.647e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.634e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.607e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 269 iterations, alpha=1.603e-05, previous alpha=1.591e-05, with an active set of 208 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=1.324e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.909e-06, previous alpha=4.886e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 308 iterations, alpha=9.966e-06, previous alpha=9.966e-06, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=1.015e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=1.013e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=1.003e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 8.429e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=9.979e-06, with an active set of 223 regressors, and the smallest cholesky pivot element being 8.429e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 309 iterations, alpha=1.005e-05, previous alpha=9.916e-06, with an active set of 224 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 207 iterations, i.e. alpha=4.703e-05, with an active set of 169 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 345 iterations, i.e. alpha=6.023e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.556e-04, previous alpha=6.022e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=5.705e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=1.023e-05, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=1.693e-04, previous alpha=5.097e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 313 iterations, alpha=1.023e-05, previous alpha=1.021e-05, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.036e-05, previous alpha=6.216e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.782e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 104 iterations, i.e. alpha=1.336e-04, with an active set of 92 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 199 iterations, i.e. alpha=4.725e-05, with an active set of 165 regressors, and the smallest cholesky pivot element being 8.162e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 199 iterations, i.e. alpha=4.715e-05, with an active set of 165 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 200 iterations, i.e. alpha=4.658e-05, with an active set of 166 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.074e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 202 iterations, alpha=4.710e-05, previous alpha=4.619e-05, with an active set of 167 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 364 iterations, alpha=3.383e-05, previous alpha=3.488e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.881e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=1.076e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 303 iterations, alpha=1.074e-05, previous alpha=1.073e-05, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.002e-05, previous alpha=5.636e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.632e-06, previous alpha=4.955e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 204 iterations, i.e. alpha=4.246e-05, with an active set of 172 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 205 iterations, i.e. alpha=4.199e-05, with an active set of 173 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.607e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.398e-05, previous alpha=4.083e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=1.088e-05, previous alpha=1.078e-05, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=6.586e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 325 iterations, i.e. alpha=6.148e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=6.093e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=5.457e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 327 iterations, alpha=6.070e-06, previous alpha=6.012e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=5.459e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.018e-05, previous alpha=3.740e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 222 iterations, i.e. alpha=2.592e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=2.090e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 229 iterations, i.e. alpha=2.194e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 235 iterations, i.e. alpha=2.075e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 114 iterations, i.e. alpha=1.128e-04, with an active set of 102 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 242 iterations, alpha=1.885e-05, previous alpha=1.866e-05, with an active set of 201 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 180 iterations, i.e. alpha=5.763e-05, with an active set of 156 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=1.658e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 325 iterations, i.e. alpha=4.753e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 326 iterations, alpha=4.725e-06, previous alpha=4.635e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.268e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=2.873e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=9.032e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 5.373e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=6.075e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 5.960e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=8.531e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 5.373e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=8.337e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 292 iterations, alpha=8.292e-06, previous alpha=8.166e-06, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=5.502e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 6.144e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=5.459e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 6.144e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 335 iterations, alpha=5.480e-06, previous alpha=5.050e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.484e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.154e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=1.143e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 9.186e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 302 iterations, alpha=1.045e-05, previous alpha=1.024e-05, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.658e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.245e-05, previous alpha=4.828e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 218 iterations, i.e. alpha=2.909e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 219 iterations, i.e. alpha=2.874e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 223 iterations, i.e. alpha=2.758e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.111e-04, previous alpha=3.281e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 230 iterations, i.e. alpha=2.282e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=1.309e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 236 iterations, alpha=2.220e-05, previous alpha=2.107e-05, with an active set of 201 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.100e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.500e-04, previous alpha=4.049e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=1.098e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 186 iterations, i.e. alpha=5.128e-05, with an active set of 152 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=5.501e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=5.435e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 323 iterations, alpha=5.132e-06, previous alpha=5.013e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=9.252e-06, with an active set of 217 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=9.235e-06, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=8.826e-06, with an active set of 223 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 277 iterations, alpha=1.231e-05, previous alpha=1.231e-05, with an active set of 212 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.058e-05, previous alpha=3.426e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 299 iterations, alpha=6.596e-06, previous alpha=6.553e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.569e-04, previous alpha=3.884e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=7.571e-05, previous alpha=3.794e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 191 iterations, i.e. alpha=4.565e-05, with an active set of 163 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 198 iterations, i.e. alpha=4.144e-05, with an active set of 170 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 199 iterations, alpha=4.138e-05, previous alpha=4.112e-05, with an active set of 170 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=2.251e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=4.990e-05, previous alpha=3.365e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=8.793e-04, previous alpha=4.225e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.700e-04, previous alpha=5.316e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 88 iterations, i.e. alpha=1.693e-04, with an active set of 78 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.310e-05, previous alpha=3.194e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 213 iterations, i.e. alpha=2.388e-05, with an active set of 185 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 146 iterations, i.e. alpha=8.491e-05, with an active set of 124 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 154 iterations, alpha=7.990e-05, previous alpha=7.836e-05, with an active set of 131 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.428e-05, previous alpha=3.910e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.259e-04, previous alpha=3.315e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.018e-04, previous alpha=3.987e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=1.622e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.986e-05, previous alpha=4.492e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=1.603e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.855e-04, previous alpha=4.519e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=6.401e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=6.339e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=8.206e-05, previous alpha=3.962e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 343 iterations, i.e. alpha=3.200e-06, with an active set of 251 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 344 iterations, alpha=3.195e-06, previous alpha=3.142e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 104 iterations, i.e. alpha=1.276e-04, with an active set of 92 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 127 iterations, i.e. alpha=9.282e-05, with an active set of 115 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.637e-05, previous alpha=4.491e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 152 iterations, i.e. alpha=7.027e-05, with an active set of 136 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 153 iterations, alpha=7.079e-05, previous alpha=7.004e-05, with an active set of 136 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.382e-04, previous alpha=3.447e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.501e-05, previous alpha=3.630e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=8.191e-05, previous alpha=4.135e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 220 iterations, i.e. alpha=2.693e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=1.353e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=9.644e-06, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=7.643e-05, previous alpha=3.375e-06, with an active set of 261 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 283 iterations, alpha=9.573e-06, previous alpha=9.364e-06, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.345e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=2.965e-05, previous alpha=3.776e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=7.997e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 327 iterations, alpha=4.732e-06, previous alpha=4.654e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 90 iterations, i.e. alpha=1.596e-04, with an active set of 84 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 116 iterations, i.e. alpha=1.154e-04, with an active set of 108 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 117 iterations, alpha=1.153e-04, previous alpha=1.150e-04, with an active set of 108 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.914e-05, previous alpha=3.142e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.224e-05, previous alpha=4.732e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.826e-04, previous alpha=4.179e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.552e-06, previous alpha=4.563e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.960e-04, previous alpha=4.257e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.857e-04, previous alpha=3.890e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=2.737e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 279 iterations, alpha=1.144e-05, previous alpha=1.144e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.007e-03, previous alpha=3.843e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 128 iterations, i.e. alpha=8.870e-05, with an active set of 116 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.790e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=1.724e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 257 iterations, alpha=1.554e-05, previous alpha=1.542e-05, with an active set of 212 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.489e-04, previous alpha=4.207e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 246 iterations, alpha=2.733e-05, previous alpha=2.728e-05, with an active set of 181 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 320 iterations, i.e. alpha=5.146e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 352 iterations, i.e. alpha=3.630e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=3.256e-04, previous alpha=3.435e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=7.638e-04, previous alpha=3.877e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 235 iterations, i.e. alpha=2.175e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.303e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 274 iterations, alpha=1.210e-05, previous alpha=1.178e-05, with an active set of 221 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.647e-04, previous alpha=4.223e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.096e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.095e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=4.208e-05, previous alpha=4.648e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=7.889e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 321 iterations, i.e. alpha=6.024e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 326 iterations, alpha=5.635e-06, previous alpha=5.500e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 110 iterations, i.e. alpha=1.120e-04, with an active set of 104 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.252e-03, previous alpha=3.711e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.365e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=8.176e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=8.149e-05, previous alpha=3.732e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 313 iterations, alpha=8.175e-06, previous alpha=7.878e-06, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=6.035e-05, previous alpha=6.143e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=4.937e-04, previous alpha=5.657e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.220e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.216e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 7.451e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.212e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.958e-05, previous alpha=3.654e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=5.489e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 6.989e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 339 iterations, alpha=5.447e-06, previous alpha=5.425e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.432e-04, previous alpha=3.335e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=6.638e-05, previous alpha=3.635e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 150 iterations, i.e. alpha=7.444e-05, with an active set of 128 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.514e-05, previous alpha=3.038e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.346e-04, previous alpha=4.207e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.476e-04, previous alpha=5.082e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.244e-05, previous alpha=4.652e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.579e-05, previous alpha=4.411e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.244e-06, previous alpha=3.527e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=2.235e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=2.233e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.835e-04, previous alpha=4.641e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 246 iterations, alpha=1.876e-05, previous alpha=1.868e-05, with an active set of 203 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.344e-04, previous alpha=3.828e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.207e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.194e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 119 iterations, i.e. alpha=1.117e-04, with an active set of 105 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 133 iterations, i.e. alpha=8.254e-05, with an active set of 119 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 147 iterations, alpha=7.319e-05, previous alpha=7.271e-05, with an active set of 130 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.707e-06, previous alpha=3.545e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.769e-04, previous alpha=3.510e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.764e-05, previous alpha=3.949e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=8.361e-05, previous alpha=4.693e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 254 iterations, i.e. alpha=1.653e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.462e-05, previous alpha=3.821e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.214e-04, previous alpha=5.191e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.090e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=3.851e-05, previous alpha=4.598e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 122 iterations, i.e. alpha=1.148e-04, with an active set of 108 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 339 iterations, alpha=5.197e-06, previous alpha=3.551e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 148 iterations, i.e. alpha=7.849e-05, with an active set of 130 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 154 iterations, alpha=7.626e-05, previous alpha=7.583e-05, with an active set of 135 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.563e-05, previous alpha=2.940e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.602e-04, previous alpha=3.541e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.627e-05, previous alpha=3.743e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.205e-04, previous alpha=4.650e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=1.529e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.199e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.155e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 276 iterations, alpha=1.103e-05, previous alpha=1.099e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=2.325e-04, previous alpha=4.911e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.455e-04, previous alpha=3.953e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.080e-04, previous alpha=4.705e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 124 iterations, i.e. alpha=1.040e-04, with an active set of 110 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.476e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 183 iterations, i.e. alpha=5.446e-05, with an active set of 155 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.146e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 326 iterations, alpha=5.554e-06, previous alpha=5.461e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=2.270e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 9.599e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 241 iterations, i.e. alpha=2.257e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 9.599e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 242 iterations, alpha=2.253e-05, previous alpha=2.251e-05, with an active set of 195 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=5.369e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.800e-04, previous alpha=4.656e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=4.056e-04, previous alpha=4.506e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.547e-05, previous alpha=4.439e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.333e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.024e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=2.426e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 306 iterations, i.e. alpha=7.864e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 313 iterations, alpha=7.059e-06, previous alpha=6.956e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 303 iterations, alpha=1.008e-05, previous alpha=1.008e-05, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.182e-04, previous alpha=5.650e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=2.107e-05, previous alpha=4.997e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 90 iterations, i.e. alpha=1.642e-04, with an active set of 84 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=6.818e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.678e-05, previous alpha=4.097e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=1.583e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=3.561e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 226 iterations, i.e. alpha=3.557e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 239 iterations, alpha=3.009e-05, previous alpha=2.952e-05, with an active set of 196 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=8.080e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=6.463e-04, previous alpha=5.529e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 323 iterations, i.e. alpha=7.279e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 323 iterations, i.e. alpha=7.252e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 324 iterations, alpha=7.250e-06, previous alpha=7.172e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.104e-04, previous alpha=5.472e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 295 iterations, i.e. alpha=1.157e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.177e-05, previous alpha=4.964e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=2.986e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 239 iterations, i.e. alpha=2.959e-05, with an active set of 197 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.507e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 4.344e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=1.499e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 4.344e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 364 iterations, i.e. alpha=4.017e-06, with an active set of 260 regressors, and the smallest cholesky pivot element being 8.025e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 283 iterations, alpha=1.396e-05, previous alpha=1.369e-05, with an active set of 218 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 365 iterations, alpha=4.863e-05, previous alpha=3.969e-06, with an active set of 260 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=5.463e-04, previous alpha=4.527e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 102 iterations, i.e. alpha=1.298e-04, with an active set of 94 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=7.911e-05, previous alpha=4.475e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=6.130e-04, previous alpha=3.979e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=9.639e-04, previous alpha=6.856e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.125e-05, previous alpha=5.474e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=5.732e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 328 iterations, alpha=5.580e-06, previous alpha=5.557e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.403e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 246 iterations, i.e. alpha=2.376e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=6.141e-04, previous alpha=4.106e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 252 iterations, alpha=2.126e-05, previous alpha=2.119e-05, with an active set of 205 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.611e-05, previous alpha=5.018e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=1.628e-04, previous alpha=5.657e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 144 iterations, i.e. alpha=8.346e-05, with an active set of 126 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=2.037e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.356e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.339e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 288 iterations, alpha=1.241e-05, previous alpha=1.239e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=4.851e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.657e-04, previous alpha=4.503e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 303 iterations, i.e. alpha=1.197e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 310 iterations, alpha=9.519e-06, previous alpha=9.491e-06, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 340 iterations, i.e. alpha=6.054e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 341 iterations, alpha=6.021e-06, previous alpha=6.006e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=5.892e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.824e-06, previous alpha=5.440e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 224 iterations, i.e. alpha=3.605e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=4.106e-05, previous alpha=5.590e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.030e-03, previous alpha=5.037e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.807e-05, previous alpha=4.898e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 309 iterations, alpha=8.085e-06, previous alpha=8.085e-06, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 207 iterations, i.e. alpha=3.757e-05, with an active set of 179 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=2.000e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 255 iterations, alpha=1.838e-05, previous alpha=1.825e-05, with an active set of 212 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=8.895e-05, previous alpha=5.594e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.662e-04, previous alpha=4.903e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=1.070e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.208e-03, previous alpha=6.287e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=6.954e-04, previous alpha=4.809e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.834e-04, previous alpha=4.996e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.668e-04, previous alpha=5.086e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 239 iterations, i.e. alpha=2.575e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=1.347e-03, previous alpha=4.925e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=8.984e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 8.363e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 105 iterations, i.e. alpha=1.296e-04, with an active set of 97 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 335 iterations, alpha=8.980e-06, previous alpha=8.744e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 172 iterations, i.e. alpha=5.816e-05, with an active set of 152 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 340 iterations, i.e. alpha=5.506e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 172 iterations, i.e. alpha=5.812e-05, with an active set of 152 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=6.884e-05, previous alpha=4.106e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.520e-05, previous alpha=6.643e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=2.908e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 250 iterations, alpha=2.746e-05, previous alpha=2.745e-05, with an active set of 203 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=6.372e-04, previous alpha=5.156e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.883e-04, previous alpha=6.322e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.058e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=6.573e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 314 iterations, alpha=6.562e-06, previous alpha=6.245e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=8.765e-06, with an active set of 223 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.735e-04, previous alpha=3.796e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=7.255e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.236e-04, previous alpha=2.414e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.956e-04, previous alpha=3.798e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=3.893e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 7.146e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=3.881e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 7.146e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.164e-04, previous alpha=3.157e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 101 iterations, i.e. alpha=1.570e-04, with an active set of 85 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 304 iterations, i.e. alpha=6.873e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 228 iterations, i.e. alpha=3.742e-05, with an active set of 174 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=3.243e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 237 iterations, alpha=3.255e-05, previous alpha=3.187e-05, with an active set of 182 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.098e-04, previous alpha=4.077e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.274e-05, previous alpha=4.190e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.142e-06, previous alpha=4.043e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=7.888e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.642e-04, previous alpha=3.749e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 235 iterations, i.e. alpha=1.992e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.087e-04, previous alpha=3.740e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=1.629e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 287 iterations, i.e. alpha=7.169e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 292 iterations, alpha=6.973e-06, previous alpha=6.965e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=7.293e-05, previous alpha=4.367e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 117 iterations, i.e. alpha=1.091e-04, with an active set of 105 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.007e-05, with an active set of 225 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 274 iterations, i.e. alpha=1.006e-05, with an active set of 226 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 178 iterations, i.e. alpha=5.426e-05, with an active set of 148 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 184 iterations, alpha=5.071e-05, previous alpha=5.057e-05, with an active set of 153 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=6.881e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=6.122e-04, previous alpha=3.820e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=6.770e-05, previous alpha=3.601e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.831e-04, previous alpha=4.708e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.227e-04, previous alpha=4.330e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 213 iterations, i.e. alpha=3.198e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 227 iterations, i.e. alpha=2.236e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=9.779e-06, with an active set of 222 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 346 iterations, alpha=2.663e-04, previous alpha=3.787e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=1.221e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=8.678e-06, previous alpha=3.584e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=5.434e-04, previous alpha=2.509e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=5.943e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 4.470e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 317 iterations, alpha=5.389e-06, previous alpha=5.286e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 126 iterations, i.e. alpha=1.046e-04, with an active set of 110 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=1.421e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 178 iterations, i.e. alpha=5.887e-05, with an active set of 150 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.133e-05, previous alpha=3.824e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.001e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=9.874e-06, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 300 iterations, alpha=8.805e-06, previous alpha=8.557e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=1.427e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=8.363e-06, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.188e-04, previous alpha=3.771e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 297 iterations, alpha=7.853e-06, previous alpha=7.853e-06, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.037e-06, previous alpha=4.692e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=1.220e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 309 iterations, i.e. alpha=6.148e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.102e-04, previous alpha=3.718e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 312 iterations, alpha=5.910e-06, previous alpha=5.758e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 246 iterations, i.e. alpha=2.133e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=2.069e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 249 iterations, alpha=2.022e-05, previous alpha=1.970e-05, with an active set of 204 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.008e-03, previous alpha=4.068e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 121 iterations, i.e. alpha=9.499e-05, with an active set of 111 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.132e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 183 iterations, i.e. alpha=5.013e-05, with an active set of 153 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 184 iterations, alpha=4.977e-05, previous alpha=4.962e-05, with an active set of 153 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.041e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.024e-05, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 286 iterations, alpha=1.037e-05, previous alpha=1.002e-05, with an active set of 227 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=9.096e-05, previous alpha=3.993e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=5.717e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=6.915e-05, previous alpha=3.608e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.064e-06, previous alpha=4.466e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 246 iterations, i.e. alpha=1.810e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.131e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.939e-05, previous alpha=5.035e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.125e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 276 iterations, alpha=1.122e-05, previous alpha=1.116e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 294 iterations, i.e. alpha=8.686e-06, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=7.390e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 314 iterations, alpha=7.243e-06, previous alpha=7.196e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=3.482e-05, previous alpha=4.014e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 124 iterations, i.e. alpha=1.037e-04, with an active set of 108 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 188 iterations, i.e. alpha=5.106e-05, with an active set of 158 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 188 iterations, i.e. alpha=5.097e-05, with an active set of 158 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 191 iterations, alpha=4.886e-05, previous alpha=4.864e-05, with an active set of 160 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.469e-04, previous alpha=3.548e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.873e-05, previous alpha=3.233e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.755e-04, previous alpha=3.454e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.881e-05, previous alpha=5.025e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 260 iterations, i.e. alpha=2.049e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.388e-05, previous alpha=5.092e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.020e-06, previous alpha=5.599e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.130e-05, previous alpha=4.909e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=2.028e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 105 iterations, i.e. alpha=1.310e-04, with an active set of 95 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=8.467e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 137 iterations, i.e. alpha=9.517e-05, with an active set of 121 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.727e-04, previous alpha=4.599e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 246 iterations, i.e. alpha=2.151e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 230 iterations, i.e. alpha=3.343e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=8.030e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=3.919e-04, previous alpha=4.510e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=2.357e-04, previous alpha=5.685e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 290 iterations, alpha=1.439e-05, previous alpha=1.405e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=6.876e-05, previous alpha=4.693e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.895e-05, previous alpha=6.315e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.584e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=7.903e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=7.431e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=7.415e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 298 iterations, alpha=7.415e-06, previous alpha=7.149e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=3.032e-04, previous alpha=2.278e-06, with an active set of 260 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 322 iterations, alpha=5.113e-06, previous alpha=5.113e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 359 iterations, alpha=2.756e-04, previous alpha=2.652e-06, with an active set of 260 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 105 iterations, i.e. alpha=1.457e-04, with an active set of 89 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=8.521e-06, with an active set of 224 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 321 iterations, i.e. alpha=5.456e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 218 iterations, i.e. alpha=3.898e-05, with an active set of 168 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.839e-05, previous alpha=3.802e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 274 iterations, alpha=1.550e-05, previous alpha=1.548e-05, with an active set of 207 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.076e-05, previous alpha=2.788e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.259e-04, previous alpha=4.233e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=8.237e-04, previous alpha=3.636e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.844e-04, previous alpha=3.205e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 225 iterations, i.e. alpha=2.428e-05, with an active set of 193 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.237e-04, previous alpha=4.191e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=1.391e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=4.408e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 339 iterations, i.e. alpha=3.391e-06, with an active set of 251 regressors, and the smallest cholesky pivot element being 8.625e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=5.853e-05, previous alpha=4.415e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 340 iterations, alpha=3.391e-06, previous alpha=3.231e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 256 iterations, i.e. alpha=1.518e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 109 iterations, i.e. alpha=1.228e-04, with an active set of 99 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 220 iterations, i.e. alpha=3.092e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 237 iterations, alpha=2.408e-05, previous alpha=2.400e-05, with an active set of 190 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=3.846e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 346 iterations, i.e. alpha=3.711e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 4.081e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 347 iterations, i.e. alpha=3.681e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 4.081e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 347 iterations, i.e. alpha=3.456e-06, with an active set of 247 regressors, and the smallest cholesky pivot element being 4.081e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.847e-05, previous alpha=3.052e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.651e-05, previous alpha=3.955e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=5.363e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 320 iterations, i.e. alpha=5.293e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 320 iterations, i.e. alpha=5.289e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 323 iterations, alpha=5.147e-06, previous alpha=5.074e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.459e-05, previous alpha=4.310e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.763e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.551e-06, previous alpha=2.728e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.424e-05, previous alpha=3.980e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 278 iterations, i.e. alpha=1.108e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=6.263e-04, previous alpha=3.728e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.067e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=8.199e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 306 iterations, alpha=7.199e-06, previous alpha=7.103e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 123 iterations, i.e. alpha=1.146e-04, with an active set of 107 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=1.090e-04, previous alpha=3.761e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 202 iterations, i.e. alpha=4.433e-05, with an active set of 158 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.365e-04, previous alpha=3.555e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.209e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 8.689e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.208e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 8.689e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=8.232e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 8.429e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.765e-05, previous alpha=4.322e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 314 iterations, i.e. alpha=8.116e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 8.429e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=6.681e-06, previous alpha=6.545e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=5.706e-04, previous alpha=4.434e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=2.272e-04, previous alpha=3.996e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.755e-04, previous alpha=3.398e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 230 iterations, i.e. alpha=2.635e-05, with an active set of 196 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=2.146e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=2.136e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=2.027e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 252 iterations, alpha=2.036e-05, previous alpha=1.974e-05, with an active set of 207 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.174e-05, previous alpha=3.913e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 119 iterations, i.e. alpha=1.020e-04, with an active set of 109 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=1.755e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=9.723e-06, with an active set of 227 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 288 iterations, alpha=9.422e-06, previous alpha=9.076e-06, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 186 iterations, i.e. alpha=4.586e-05, with an active set of 154 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=9.429e-06, previous alpha=4.329e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=1.968e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 254 iterations, i.e. alpha=1.623e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=8.184e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 256 iterations, alpha=1.620e-05, previous alpha=1.594e-05, with an active set of 207 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=6.239e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=5.852e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 309 iterations, alpha=5.786e-06, previous alpha=5.762e-06, with an active set of 236 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=7.884e-04, previous alpha=4.272e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=4.166e-04, previous alpha=4.864e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.959e-05, previous alpha=4.876e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 254 iterations, i.e. alpha=1.687e-05, with an active set of 202 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.662e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.661e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 265 iterations, alpha=1.399e-05, previous alpha=1.362e-05, with an active set of 210 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.577e-05, previous alpha=3.566e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 121 iterations, i.e. alpha=1.058e-04, with an active set of 107 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 217 iterations, i.e. alpha=3.253e-05, with an active set of 177 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 222 iterations, alpha=3.148e-05, previous alpha=3.111e-05, with an active set of 181 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=7.210e-05, previous alpha=3.635e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=9.349e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.413e-04, previous alpha=3.055e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=6.359e-04, previous alpha=4.107e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.541e-05, previous alpha=4.811e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.853e-04, previous alpha=5.788e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.192e-04, previous alpha=5.474e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 229 iterations, i.e. alpha=3.061e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=1.837e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=1.809e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 292 iterations, i.e. alpha=1.131e-05, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=4.401e-04, previous alpha=5.145e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 300 iterations, alpha=1.001e-05, previous alpha=1.001e-05, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 221 iterations, i.e. alpha=3.099e-05, with an active set of 179 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 231 iterations, i.e. alpha=2.606e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 232 iterations, alpha=2.585e-05, previous alpha=2.558e-05, with an active set of 187 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 107 iterations, i.e. alpha=1.253e-04, with an active set of 97 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=6.245e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 328 iterations, alpha=6.161e-06, previous alpha=6.153e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 185 iterations, i.e. alpha=5.690e-05, with an active set of 157 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.775e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 6.234e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.611e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.539e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 273 iterations, alpha=1.567e-05, previous alpha=1.523e-05, with an active set of 220 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=6.465e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=6.374e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=6.359e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 338 iterations, alpha=5.956e-06, previous alpha=5.909e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.587e-04, previous alpha=5.152e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 254 iterations, i.e. alpha=1.505e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=4.691e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 340 iterations, alpha=4.350e-06, previous alpha=4.345e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.148e-04, previous alpha=2.849e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 243 iterations, i.e. alpha=2.036e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=3.606e-06, with an active set of 248 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=7.491e-05, previous alpha=3.443e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 335 iterations, alpha=3.597e-06, previous alpha=3.568e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 123 iterations, i.e. alpha=1.021e-04, with an active set of 109 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=7.348e-05, previous alpha=3.555e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=6.447e-04, previous alpha=3.854e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 191 iterations, i.e. alpha=4.890e-05, with an active set of 155 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 192 iterations, alpha=4.879e-05, previous alpha=4.808e-05, with an active set of 155 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=2.787e-04, previous alpha=3.066e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.207e-05, previous alpha=4.581e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=1.441e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 231 iterations, i.e. alpha=2.816e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.376e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 232 iterations, i.e. alpha=2.805e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=7.826e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 4.081e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 307 iterations, i.e. alpha=7.522e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 4.081e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.670e-04, previous alpha=4.328e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 315 iterations, alpha=7.413e-06, previous alpha=7.129e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 311 iterations, alpha=1.136e-05, previous alpha=1.136e-05, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=6.279e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=6.268e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=6.037e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=3.212e-04, previous alpha=4.998e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 111 iterations, i.e. alpha=1.163e-04, with an active set of 99 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 262 iterations, i.e. alpha=1.471e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 248 iterations, alpha=4.112e-05, previous alpha=4.003e-05, with an active set of 181 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 358 iterations, alpha=3.151e-05, previous alpha=3.765e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=1.050e-05, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=8.714e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 300 iterations, i.e. alpha=8.658e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 312 iterations, alpha=6.092e-06, previous alpha=5.919e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=2.374e-05, previous alpha=3.726e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 319 iterations, i.e. alpha=7.553e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=1.281e-05, previous alpha=4.133e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.142e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 194 iterations, i.e. alpha=4.986e-05, with an active set of 162 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 337 iterations, i.e. alpha=5.013e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 340 iterations, i.e. alpha=4.888e-06, with an active set of 252 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 343 iterations, alpha=4.737e-06, previous alpha=4.635e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 195 iterations, i.e. alpha=4.978e-05, with an active set of 163 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=6.841e-05, previous alpha=4.293e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=2.131e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 259 iterations, alpha=2.123e-05, previous alpha=2.120e-05, with an active set of 204 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 217 iterations, i.e. alpha=3.361e-05, with an active set of 183 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 320 iterations, i.e. alpha=5.816e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=5.111e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 330 iterations, alpha=5.111e-06, previous alpha=5.098e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 113 iterations, i.e. alpha=1.118e-04, with an active set of 101 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 115 iterations, i.e. alpha=1.098e-04, with an active set of 103 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 120 iterations, alpha=1.016e-04, previous alpha=1.013e-04, with an active set of 107 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=5.778e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=1.726e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 256 iterations, i.e. alpha=1.715e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.705e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=5.767e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 264 iterations, alpha=1.635e-05, previous alpha=1.626e-05, with an active set of 215 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 328 iterations, alpha=5.663e-06, previous alpha=5.576e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=8.226e-06, previous alpha=4.859e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.529e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=5.785e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=4.877e-05, previous alpha=4.186e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 235 iterations, i.e. alpha=2.197e-05, with an active set of 199 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 237 iterations, i.e. alpha=2.192e-05, with an active set of 201 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.214e-05, with an active set of 221 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 217 iterations, i.e. alpha=3.541e-05, with an active set of 181 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.182e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 9.714e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 273 iterations, i.e. alpha=1.166e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.296e-04, previous alpha=4.067e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 277 iterations, alpha=1.139e-05, previous alpha=1.096e-05, with an active set of 226 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.903e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 268 iterations, alpha=1.900e-05, previous alpha=1.844e-05, with an active set of 211 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 324 iterations, i.e. alpha=7.881e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.780e-04, previous alpha=5.443e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 256 iterations, i.e. alpha=1.615e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 118 iterations, i.e. alpha=1.112e-04, with an active set of 104 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=9.470e-06, with an active set of 232 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 289 iterations, alpha=9.450e-06, previous alpha=9.113e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.415e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 297 iterations, i.e. alpha=1.082e-05, with an active set of 223 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 357 iterations, alpha=9.908e-06, previous alpha=5.126e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=6.550e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 7.598e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=6.525e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=6.479e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 340 iterations, alpha=5.987e-06, previous alpha=5.768e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.460e-04, previous alpha=3.723e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.105e-05, previous alpha=5.031e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 190 iterations, i.e. alpha=5.315e-05, with an active set of 160 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=7.165e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 329 iterations, alpha=6.359e-06, previous alpha=6.335e-06, with an active set of 238 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 338 iterations, i.e. alpha=5.416e-06, with an active set of 252 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 339 iterations, alpha=5.411e-06, previous alpha=5.357e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=1.638e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=1.623e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.539e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 269 iterations, alpha=1.540e-05, previous alpha=1.514e-05, with an active set of 214 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 361 iterations, alpha=9.513e-05, previous alpha=5.038e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=1.965e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.934e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 253 iterations, alpha=1.902e-05, previous alpha=1.861e-05, with an active set of 206 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 119 iterations, i.e. alpha=1.048e-04, with an active set of 105 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 222 iterations, i.e. alpha=2.489e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 198 iterations, i.e. alpha=4.120e-05, with an active set of 168 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=1.952e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.569e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=2.475e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 258 iterations, i.e. alpha=1.556e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 328 iterations, alpha=3.704e-05, previous alpha=1.134e-05, with an active set of 229 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 249 iterations, i.e. alpha=1.729e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 320 iterations, alpha=7.380e-06, previous alpha=7.380e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 354 iterations, alpha=5.424e-05, previous alpha=4.694e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=6.108e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 6.409e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 321 iterations, alpha=5.443e-06, previous alpha=5.407e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 197 iterations, i.e. alpha=4.433e-05, with an active set of 165 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=1.158e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.590e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 325 iterations, i.e. alpha=8.146e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 273 iterations, alpha=1.590e-05, previous alpha=1.585e-05, with an active set of 218 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.196e-04, previous alpha=4.467e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.165e-05, previous alpha=5.728e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 308 iterations, i.e. alpha=8.391e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=6.160e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=6.137e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 332 iterations, alpha=6.160e-06, previous alpha=6.092e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 130 iterations, i.e. alpha=9.997e-05, with an active set of 114 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 218 iterations, i.e. alpha=3.059e-05, with an active set of 182 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 181 iterations, i.e. alpha=6.075e-05, with an active set of 155 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 183 iterations, alpha=5.975e-05, previous alpha=5.802e-05, with an active set of 156 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 308 iterations, alpha=9.666e-06, previous alpha=9.522e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.397e-05, with an active set of 222 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 285 iterations, alpha=1.390e-05, previous alpha=1.375e-05, with an active set of 222 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 310 iterations, i.e. alpha=6.931e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.285e-04, previous alpha=4.423e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.286e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.250e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=1.200e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 6.829e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=1.199e-05, previous alpha=1.141e-05, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 347 iterations, i.e. alpha=5.614e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.061e-03, previous alpha=5.614e-06, with an active set of 235 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=1.303e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 259 iterations, i.e. alpha=2.267e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=5.081e-04, previous alpha=4.854e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 261 iterations, i.e. alpha=2.209e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=2.065e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 269 iterations, alpha=1.956e-05, previous alpha=1.820e-05, with an active set of 212 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=7.742e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 333 iterations, alpha=7.314e-06, previous alpha=6.812e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 205 iterations, i.e. alpha=3.847e-05, with an active set of 169 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 134 iterations, i.e. alpha=9.283e-05, with an active set of 118 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 135 iterations, i.e. alpha=9.246e-05, with an active set of 119 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 282 iterations, alpha=1.408e-05, previous alpha=1.408e-05, with an active set of 219 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 325 iterations, i.e. alpha=6.684e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 3.650e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.603e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=7.930e-06, previous alpha=5.133e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.035e-05, previous alpha=5.600e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 263 iterations, alpha=2.433e-05, previous alpha=2.364e-05, with an active set of 200 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 270 iterations, i.e. alpha=2.232e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=8.913e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=5.731e-06, previous alpha=5.064e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=6.399e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=4.688e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 335 iterations, i.e. alpha=4.642e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 341 iterations, alpha=4.188e-06, previous alpha=4.162e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 211 iterations, i.e. alpha=4.181e-05, with an active set of 175 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.617e-05, previous alpha=4.076e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 212 iterations, i.e. alpha=4.165e-05, with an active set of 176 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 216 iterations, i.e. alpha=3.889e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 235 iterations, alpha=2.997e-05, previous alpha=2.937e-05, with an active set of 196 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=7.001e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 218 iterations, i.e. alpha=2.693e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=6.065e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 225 iterations, i.e. alpha=2.581e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 327 iterations, alpha=6.065e-06, previous alpha=5.966e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 225 iterations, i.e. alpha=2.577e-05, with an active set of 195 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 227 iterations, alpha=2.567e-05, previous alpha=2.515e-05, with an active set of 196 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 119 iterations, i.e. alpha=1.099e-04, with an active set of 105 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 238 iterations, i.e. alpha=1.898e-05, with an active set of 194 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 204 iterations, i.e. alpha=4.311e-05, with an active set of 168 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 205 iterations, i.e. alpha=4.305e-05, with an active set of 169 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=2.135e-05, with an active set of 203 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.644e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.643e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 268 iterations, alpha=1.550e-05, previous alpha=1.533e-05, with an active set of 209 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.006e-04, previous alpha=5.359e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=1.558e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=9.556e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 301 iterations, alpha=8.421e-06, previous alpha=8.392e-06, with an active set of 230 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.289e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.434e-05, previous alpha=4.659e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 311 iterations, i.e. alpha=5.726e-06, with an active set of 245 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 192 iterations, i.e. alpha=5.013e-05, with an active set of 160 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.282e-04, previous alpha=3.078e-06, with an active set of 258 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.645e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.639e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.637e-05, with an active set of 216 regressors, and the smallest cholesky pivot element being 8.429e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=6.066e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 329 iterations, i.e. alpha=7.404e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=7.099e-06, with an active set of 234 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=4.876e-06, with an active set of 253 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 342 iterations, alpha=5.359e-06, previous alpha=4.757e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.802e-04, previous alpha=5.787e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 211 iterations, i.e. alpha=3.379e-05, with an active set of 179 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 316 iterations, i.e. alpha=9.345e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 8.162e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=9.010e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 8.162e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 321 iterations, alpha=8.900e-06, previous alpha=8.634e-06, with an active set of 232 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 132 iterations, i.e. alpha=9.246e-05, with an active set of 118 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 244 iterations, i.e. alpha=2.300e-05, with an active set of 200 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=2.361e-05, previous alpha=3.345e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 208 iterations, i.e. alpha=2.699e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 265 iterations, alpha=1.810e-05, previous alpha=1.798e-05, with an active set of 208 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.739e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=1.728e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 255 iterations, i.e. alpha=1.660e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 258 iterations, alpha=1.630e-05, previous alpha=1.591e-05, with an active set of 215 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=6.346e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=6.244e-06, with an active set of 238 regressors, and the smallest cholesky pivot element being 4.215e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 334 iterations, alpha=6.039e-06, previous alpha=5.930e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 272 iterations, i.e. alpha=1.713e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.446e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.432e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 8.560e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.429e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 8.560e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 283 iterations, alpha=1.410e-05, previous alpha=1.410e-05, with an active set of 214 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.702e-05, with an active set of 190 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=1.048e-05, with an active set of 218 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 294 iterations, alpha=9.616e-06, previous alpha=9.571e-06, with an active set of 223 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 207 iterations, i.e. alpha=3.255e-05, with an active set of 177 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 220 iterations, i.e. alpha=2.448e-05, with an active set of 184 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.114e-05, previous alpha=3.215e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.413e-05, previous alpha=3.073e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 273 iterations, alpha=1.193e-05, previous alpha=1.189e-05, with an active set of 216 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 281 iterations, i.e. alpha=1.041e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=1.038e-05, with an active set of 220 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 296 iterations, i.e. alpha=7.968e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 312 iterations, i.e. alpha=6.136e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 88 iterations, i.e. alpha=1.706e-04, with an active set of 78 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 341 iterations, i.e. alpha=4.333e-06, with an active set of 249 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 140 iterations, i.e. alpha=8.613e-05, with an active set of 124 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 143 iterations, alpha=8.437e-05, previous alpha=8.433e-05, with an active set of 126 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 358 iterations, i.e. alpha=3.620e-06, with an active set of 252 regressors, and the smallest cholesky pivot element being 4.829e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 366 iterations, alpha=3.183e-06, previous alpha=3.151e-06, with an active set of 259 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=9.071e-06, with an active set of 222 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=8.896e-06, with an active set of 223 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=1.061e-04, previous alpha=2.520e-06, with an active set of 255 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=4.250e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 342 iterations, i.e. alpha=4.202e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=1.489e-04, previous alpha=3.760e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.728e-05, previous alpha=4.541e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.327e-05, previous alpha=3.675e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.253e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=6.387e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=6.219e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 334 iterations, alpha=5.340e-06, previous alpha=5.321e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=1.397e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=1.368e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=1.360e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 219 iterations, i.e. alpha=2.553e-05, with an active set of 187 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 220 iterations, i.e. alpha=2.540e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 221 iterations, i.e. alpha=2.427e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 222 iterations, alpha=2.444e-05, previous alpha=2.411e-05, with an active set of 189 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 302 iterations, i.e. alpha=7.464e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 5.960e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 310 iterations, alpha=6.913e-06, previous alpha=6.891e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.780e-05, previous alpha=4.089e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.881e-05, previous alpha=3.474e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 105 iterations, i.e. alpha=1.284e-04, with an active set of 95 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.370e-05, with an active set of 210 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 220 iterations, i.e. alpha=2.955e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 220 iterations, i.e. alpha=2.941e-05, with an active set of 180 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=9.342e-06, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 286 iterations, i.e. alpha=8.946e-06, with an active set of 224 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 288 iterations, i.e. alpha=8.796e-06, with an active set of 224 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.477e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 290 iterations, i.e. alpha=8.640e-06, with an active set of 226 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 282 iterations, alpha=1.221e-05, previous alpha=1.207e-05, with an active set of 217 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 296 iterations, alpha=7.814e-06, previous alpha=7.789e-06, with an active set of 231 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=6.971e-04, previous alpha=3.565e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.297e-04, previous alpha=4.370e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.253e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=6.387e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=6.219e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 334 iterations, alpha=5.340e-06, previous alpha=5.321e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=8.555e-06, previous alpha=4.180e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 261 iterations, i.e. alpha=1.406e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=1.104e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=5.612e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 351 iterations, alpha=5.296e-04, previous alpha=3.543e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 314 iterations, alpha=5.612e-06, previous alpha=5.475e-06, with an active set of 239 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=7.037e-05, previous alpha=3.876e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=8.041e-05, previous alpha=2.758e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 115 iterations, i.e. alpha=1.187e-04, with an active set of 103 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 216 iterations, i.e. alpha=3.258e-05, with an active set of 174 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=9.285e-05, previous alpha=3.001e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 268 iterations, i.e. alpha=1.486e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 7.224e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.383e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 7.224e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 276 iterations, alpha=1.302e-05, previous alpha=1.250e-05, with an active set of 211 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 356 iterations, alpha=3.687e-04, previous alpha=3.617e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.317e-04, previous alpha=4.392e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.253e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=4.944e-06, previous alpha=4.729e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=6.387e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=6.219e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 334 iterations, alpha=5.340e-06, previous alpha=5.321e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 229 iterations, i.e. alpha=2.643e-05, with an active set of 189 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=6.281e-04, previous alpha=3.332e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.462e-04, previous alpha=3.661e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 305 iterations, i.e. alpha=7.465e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 306 iterations, alpha=7.447e-06, previous alpha=7.245e-06, with an active set of 233 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.120e-05, previous alpha=3.920e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 245 iterations, i.e. alpha=1.639e-05, with an active set of 211 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 111 iterations, i.e. alpha=1.141e-04, with an active set of 103 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 313 iterations, i.e. alpha=5.445e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 6.829e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 331 iterations, i.e. alpha=4.121e-06, with an active set of 251 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 333 iterations, i.e. alpha=3.820e-06, with an active set of 253 regressors, and the smallest cholesky pivot element being 6.829e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 334 iterations, alpha=3.990e-06, previous alpha=3.717e-06, with an active set of 253 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 207 iterations, i.e. alpha=3.621e-05, with an active set of 171 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 289 iterations, i.e. alpha=7.383e-06, with an active set of 229 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 211 iterations, i.e. alpha=3.414e-05, with an active set of 175 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.960e-04, previous alpha=4.065e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.438e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 266 iterations, i.e. alpha=1.438e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.417e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 269 iterations, alpha=1.333e-05, previous alpha=1.317e-05, with an active set of 208 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.803e-05, previous alpha=3.459e-06, with an active set of 257 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.253e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=6.387e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=6.219e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.058e-05, previous alpha=5.491e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 334 iterations, alpha=5.340e-06, previous alpha=5.321e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.660e-04, previous alpha=4.888e-06, with an active set of 247 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=9.264e-06, previous alpha=4.207e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 235 iterations, i.e. alpha=2.154e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=2.141e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 242 iterations, alpha=2.058e-05, previous alpha=2.037e-05, with an active set of 197 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=9.800e-05, previous alpha=3.537e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 117 iterations, i.e. alpha=1.146e-04, with an active set of 107 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 301 iterations, i.e. alpha=8.515e-06, with an active set of 231 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 233 iterations, i.e. alpha=2.661e-05, with an active set of 191 regressors, and the smallest cholesky pivot element being 2.788e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 332 iterations, i.e. alpha=4.627e-06, with an active set of 250 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 333 iterations, alpha=4.626e-06, previous alpha=4.539e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 275 iterations, i.e. alpha=1.412e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 276 iterations, i.e. alpha=1.397e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 277 iterations, alpha=1.410e-05, previous alpha=1.375e-05, with an active set of 208 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=5.252e-05, previous alpha=4.504e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=6.675e-04, previous alpha=4.286e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.253e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=6.387e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=6.219e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.012e-04, previous alpha=4.329e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 334 iterations, alpha=5.340e-06, previous alpha=5.321e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=1.296e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 327 iterations, i.e. alpha=7.569e-06, with an active set of 241 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.150e-04, previous alpha=4.975e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 328 iterations, i.e. alpha=7.473e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 332 iterations, alpha=6.977e-06, previous alpha=6.794e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 345 iterations, alpha=2.125e-05, previous alpha=4.985e-06, with an active set of 242 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 317 iterations, i.e. alpha=7.038e-06, with an active set of 235 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 211 iterations, i.e. alpha=3.512e-05, with an active set of 175 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 103 iterations, i.e. alpha=1.329e-04, with an active set of 95 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.056e-04, previous alpha=4.677e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 257 iterations, i.e. alpha=1.733e-05, with an active set of 205 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 206 iterations, i.e. alpha=4.854e-05, with an active set of 170 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 220 iterations, i.e. alpha=3.894e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 221 iterations, alpha=3.883e-05, previous alpha=3.864e-05, with an active set of 178 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=3.865e-05, previous alpha=4.572e-06, with an active set of 245 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.919e-05, previous alpha=3.882e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 334 iterations, i.e. alpha=6.146e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 340 iterations, i.e. alpha=5.838e-06, with an active set of 244 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 344 iterations, i.e. alpha=5.691e-06, with an active set of 246 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=6.626e-05, previous alpha=5.644e-06, with an active set of 246 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.253e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=6.387e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=6.219e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 334 iterations, alpha=5.340e-06, previous alpha=5.321e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.156e-05, previous alpha=5.421e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=1.728e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 277 iterations, i.e. alpha=9.673e-06, with an active set of 219 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 240 iterations, i.e. alpha=2.195e-05, with an active set of 198 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=2.133e-05, previous alpha=3.218e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 248 iterations, i.e. alpha=1.889e-05, with an active set of 204 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 304 iterations, alpha=7.439e-06, previous alpha=7.267e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 253 iterations, alpha=1.690e-05, previous alpha=1.682e-05, with an active set of 208 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=3.535e-04, previous alpha=3.246e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 143 iterations, i.e. alpha=7.279e-05, with an active set of 129 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 282 iterations, i.e. alpha=8.624e-06, with an active set of 224 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 291 iterations, i.e. alpha=7.617e-06, with an active set of 233 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 293 iterations, alpha=7.464e-06, previous alpha=7.459e-06, with an active set of 234 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 201 iterations, i.e. alpha=3.746e-05, with an active set of 165 regressors, and the smallest cholesky pivot element being 3.495e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 206 iterations, alpha=3.539e-05, previous alpha=3.537e-05, with an active set of 169 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=3.736e-05, previous alpha=4.095e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=4.296e-05, previous alpha=3.415e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.253e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=6.387e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=6.219e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 334 iterations, alpha=5.340e-06, previous alpha=5.321e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=5.829e-06, previous alpha=4.153e-06, with an active set of 249 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 252 iterations, i.e. alpha=1.471e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 3.332e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=2.339e-05, with an active set of 192 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=5.646e-05, previous alpha=2.935e-06, with an active set of 260 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.081e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.399e-05, previous alpha=3.641e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 271 iterations, i.e. alpha=1.060e-05, with an active set of 217 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 265 iterations, i.e. alpha=1.455e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 272 iterations, alpha=1.051e-05, previous alpha=1.046e-05, with an active set of 217 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 288 iterations, alpha=9.713e-06, previous alpha=9.589e-06, with an active set of 213 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 115 iterations, i.e. alpha=1.191e-04, with an active set of 101 regressors, and the smallest cholesky pivot element being 3.799e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 162 iterations, i.e. alpha=6.469e-05, with an active set of 142 regressors, and the smallest cholesky pivot element being 3.942e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 267 iterations, i.e. alpha=1.215e-05, with an active set of 215 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 279 iterations, i.e. alpha=9.918e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 280 iterations, alpha=9.878e-06, previous alpha=9.762e-06, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 234 iterations, i.e. alpha=2.514e-05, with an active set of 186 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 236 iterations, i.e. alpha=2.501e-05, with an active set of 188 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 264 iterations, i.e. alpha=1.721e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 4.081e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 265 iterations, alpha=1.710e-05, previous alpha=1.708e-05, with an active set of 208 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=1.027e-03, previous alpha=3.626e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 318 iterations, i.e. alpha=4.773e-06, with an active set of 242 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.310e-05, previous alpha=3.632e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.253e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=9.800e-06, previous alpha=3.978e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=6.387e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=6.219e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 334 iterations, alpha=5.340e-06, previous alpha=5.321e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=6.355e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 316 iterations, alpha=6.355e-06, previous alpha=6.280e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 210 iterations, i.e. alpha=4.545e-05, with an active set of 170 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 280 iterations, i.e. alpha=1.354e-05, with an active set of 214 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 352 iterations, alpha=3.466e-04, previous alpha=3.241e-06, with an active set of 261 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=4.206e-04, previous alpha=5.089e-06, with an active set of 244 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 326 iterations, i.e. alpha=7.173e-06, with an active set of 236 regressors, and the smallest cholesky pivot element being 6.664e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 242 iterations, i.e. alpha=1.736e-05, with an active set of 206 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=5.746e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 336 iterations, i.e. alpha=5.683e-06, with an active set of 240 regressors, and the smallest cholesky pivot element being 8.429e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 338 iterations, alpha=5.720e-06, previous alpha=5.641e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 115 iterations, i.e. alpha=1.108e-04, with an active set of 103 regressors, and the smallest cholesky pivot element being 3.161e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 355 iterations, alpha=1.407e-05, previous alpha=3.507e-06, with an active set of 250 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 202 iterations, i.e. alpha=4.200e-05, with an active set of 178 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 204 iterations, alpha=4.136e-05, previous alpha=4.031e-05, with an active set of 179 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.405e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 254 iterations, i.e. alpha=1.699e-05, with an active set of 212 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=9.770e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 284 iterations, i.e. alpha=9.695e-06, with an active set of 228 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 285 iterations, alpha=9.745e-06, previous alpha=9.659e-06, with an active set of 228 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 341 iterations, alpha=6.443e-06, previous alpha=6.418e-06, with an active set of 240 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 285 iterations, i.e. alpha=1.248e-05, with an active set of 219 regressors, and the smallest cholesky pivot element being 1.054e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 269 iterations, i.e. alpha=1.253e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 1.825e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=6.387e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 322 iterations, i.e. alpha=6.219e-06, with an active set of 230 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 334 iterations, alpha=5.340e-06, previous alpha=5.321e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 353 iterations, alpha=7.285e-06, previous alpha=4.357e-06, with an active set of 248 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 247 iterations, i.e. alpha=1.661e-05, with an active set of 207 regressors, and the smallest cholesky pivot element being 2.107e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=2.183e-04, previous alpha=2.786e-06, with an active set of 256 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 250 iterations, i.e. alpha=1.665e-05, with an active set of 208 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 349 iterations, alpha=1.947e-04, previous alpha=3.079e-06, with an active set of 254 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 251 iterations, i.e. alpha=1.662e-05, with an active set of 209 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 253 iterations, alpha=1.616e-05, previous alpha=1.591e-05, with an active set of 210 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=6.144e-06, with an active set of 237 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 316 iterations, alpha=6.117e-06, previous alpha=5.715e-06, with an active set of 237 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 263 iterations, i.e. alpha=1.170e-05, with an active set of 213 regressors, and the smallest cholesky pivot element being 2.220e-16 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 126 iterations, i.e. alpha=1.096e-04, with an active set of 108 regressors, and the smallest cholesky pivot element being 2.356e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 323 iterations, i.e. alpha=5.346e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 323 iterations, i.e. alpha=5.313e-06, with an active set of 239 regressors, and the smallest cholesky pivot element being 2.581e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=2.971e-04, previous alpha=3.341e-06, with an active set of 251 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 350 iterations, alpha=2.828e-04, previous alpha=4.395e-06, with an active set of 243 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 315 iterations, i.e. alpha=4.838e-06, with an active set of 243 regressors, and the smallest cholesky pivot element being 2.980e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.188e-05, previous alpha=5.581e-06, with an active set of 241 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 347 iterations, alpha=1.671e-05, previous alpha=3.418e-06, with an active set of 252 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 298 iterations, i.e. alpha=9.299e-06, with an active set of 224 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:309: ConvergenceWarning: Regressors in active set degenerate. Dropping a regressor, after 299 iterations, i.e. alpha=9.293e-06, with an active set of 225 regressors, and the smallest cholesky pivot element being 1.490e-08 ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 300 iterations, alpha=9.257e-06, previous alpha=9.066e-06, with an active set of 225 regressors. ConvergenceWarning) /usr/lib64/python2.7/site-packages/sklearn/linear_model/least_angle.py:334: ConvergenceWarning: Early stopping the lars path, as the residues are small and the current value of alpha is no longer well controlled. 348 iterations, alpha=3.814e-06, previous alpha=3.790e-06, with an active set of 255 regressors. ConvergenceWarning)
comb_drop_results_df.sort_values(['RMSE'])
| Dropped | RMSE | Diff from Base | |
|---|---|---|---|
| 312 | [524, 1299, 31, 496, 917] | 0.11751015503521701488 | -0.00752251279342493195 |
| 418 | [524, 1183, 1299, 31, 496, 917] | 0.11767344602977361512 | -0.00735922179886833172 |
| 403 | [524, 692, 1299, 31, 496, 917] | 0.11767832787658395743 | -0.00735433995205798940 |
| 487 | [524, 1183, 1299, 31, 496, 534, 917] | 0.11794212227929237735 | -0.00709054554934956949 |
| 509 | [524, 1183, 1299, 31, 496, 534, 917, 969] | 0.11794722296893855873 | -0.00708544485970338811 |
| 489 | [524, 1183, 1299, 31, 496, 917, 969] | 0.11800623920290025104 | -0.00702642862574169580 |
| 432 | [524, 1299, 31, 496, 534, 917] | 0.11801314170909987800 | -0.00701952611954206884 |
| 481 | [524, 692, 1299, 31, 496, 534, 917] | 0.11807551789471042170 | -0.00695714993393152514 |
| 434 | [524, 1299, 31, 496, 917, 969] | 0.11808353826327439018 | -0.00694912956536755666 |
| 493 | [524, 1299, 31, 496, 534, 917, 969] | 0.11808925058320160484 | -0.00694341724544034200 |
| 469 | [524, 692, 1183, 1299, 31, 534, 917] | 0.11809304315437758881 | -0.00693962467426435803 |
| 293 | [524, 1183, 1299, 31, 917] | 0.11811145238852943651 | -0.00692121544011251033 |
| 502 | [524, 692, 1183, 1299, 31, 496, 534, 917] | 0.11812073829008722103 | -0.00691192953855472580 |
| 384 | [524, 692, 1183, 1299, 31, 917] | 0.11814180245061871311 | -0.00689086537802323373 |
| 420 | [524, 1183, 1299, 31, 534, 917] | 0.11816002695518822152 | -0.00687264087345372532 |
| 291 | [524, 1183, 1299, 31, 496] | 0.11818539202502657826 | -0.00684727580361536858 |
| 314 | [524, 1299, 31, 534, 917] | 0.11823093780475249504 | -0.00680173002388945180 |
| 511 | [524, 692, 1183, 1299, 31, 496, 534, 917, 969] | 0.11825875839087966745 | -0.00677390943776227938 |
| 273 | [524, 692, 1299, 31, 917] | 0.11826306717438717087 | -0.00676960065425477597 |
| 168 | [524, 1299, 31, 917] | 0.11828484577193275340 | -0.00674782205670919344 |
| 471 | [524, 692, 1183, 1299, 31, 917, 969] | 0.11829240029233729914 | -0.00674026753630464770 |
| 508 | [524, 692, 1299, 31, 496, 534, 917, 969] | 0.11834604972103339449 | -0.00668661810760855235 |
| 417 | [524, 1183, 1299, 31, 496, 534] | 0.11836318181728958110 | -0.00666948601135236574 |
| 166 | [524, 1299, 31, 496] | 0.11836872540893240979 | -0.00666394241970953705 |
| 151 | [524, 1183, 1299, 31] | 0.11844049998913100397 | -0.00659216783951094287 |
| 256 | [524, 692, 1183, 1299, 31] | 0.11844623825943885465 | -0.00658642956920309219 |
| 383 | [524, 692, 1183, 1299, 31, 534] | 0.11845422307020071762 | -0.00657844475844122922 |
| 382 | [524, 692, 1183, 1299, 31, 496] | 0.11846126214002140886 | -0.00657140568862053798 |
| 292 | [524, 1183, 1299, 31, 534] | 0.11846770193919965719 | -0.00656496588944228965 |
| 405 | [524, 692, 1299, 31, 534, 917] | 0.11852335526975571467 | -0.00650931255888623217 |
| ... | ... | ... | ... |
| 192 | [692, 1183, 31, 534] | 0.12573909067083716140 | 0.00070642284219521456 |
| 107 | [1183, 534, 917] | 0.12577937550170387171 | 0.00074670767306192487 |
| 234 | [1183, 31, 534, 917] | 0.12579587669816655326 | 0.00076320886952460643 |
| 45 | [917, 969] | 0.12580433828236095573 | 0.00077167045371900889 |
| 29 | [1183, 917] | 0.12581207385684270439 | 0.00077940602820075755 |
| 450 | [692, 1183, 31, 496, 917, 969] | 0.12582244282529592150 | 0.00078977499665397466 |
| 499 | [692, 1183, 31, 496, 534, 917, 969] | 0.12585532296782037109 | 0.00082265513917842426 |
| 128 | [496, 917, 969] | 0.12588989475390749417 | 0.00085722692526554733 |
| 342 | [692, 1183, 496, 534, 917] | 0.12593123047149623606 | 0.00089856264285428922 |
| 78 | [692, 1183, 917] | 0.12595709055676149180 | 0.00092442272811954496 |
| 231 | [1183, 31, 496, 534] | 0.12598035884673494667 | 0.00094769101809299983 |
| 105 | [1183, 496, 917] | 0.12601612854747784587 | 0.00098346071883589903 |
| 198 | [692, 1183, 534, 917] | 0.12606035873127460767 | 0.00102769090263266083 |
| 371 | [1183, 31, 496, 534, 917] | 0.12621252896006013300 | 0.00117986113141818616 |
| 251 | [31, 496, 534, 917] | 0.12630338128576201751 | 0.00127071345712007067 |
| 100 | [1183, 31, 496] | 0.12636138951105019279 | 0.00132872168240824595 |
| 452 | [692, 1183, 496, 534, 917, 969] | 0.12650186128973547883 | 0.00146919346109353199 |
| 239 | [1183, 496, 917, 969] | 0.12655239600601309036 | 0.00151972817737114352 |
| 339 | [692, 1183, 31, 534, 917] | 0.12664443701152089394 | 0.00161176918287894710 |
| 27 | [1183, 496] | 0.12713645622780891942 | 0.00210378839916697258 |
| 344 | [692, 1183, 496, 917, 969] | 0.12714608987221640013 | 0.00211342204357445329 |
| 451 | [692, 1183, 31, 534, 917, 969] | 0.12743828875940294010 | 0.00240562093076099326 |
| 2 | [692] | 0.12770526710017798822 | 0.00267259927153604138 |
| 448 | [692, 1183, 31, 496, 534, 917] | 0.12772088086571847798 | 0.00268821303707653114 |
| 240 | [1183, 534, 917, 969] | 0.12811648870155423197 | 0.00308382087291228513 |
| 375 | [1183, 496, 534, 917, 969] | 0.12838108599026781809 | 0.00334841816162587125 |
| 255 | [496, 534, 917, 969] | 0.12862960930382819069 | 0.00359694147518624385 |
| 212 | [692, 31, 496, 917] | 0.12886550567860896588 | 0.00383283784996701904 |
| 337 | [692, 1183, 31, 496, 917] | 0.12901085897401695646 | 0.00397819114537500962 |
| 104 | [1183, 496, 534] | 0.12973156949168537788 | 0.00469890166304343104 |
512 rows × 3 columns
comb_drop_results_df.sort_values(['RMSE']).to_csv('comb_drop_results.csv', header=True)
We note that the difference from the baseline for all of these sets is very small, while the difference between sets is generally even smaller. The (31, 496, 524, 917, 1299) set seems to be optimal, though the other top sets could be used to generate an ensemble of models.