Computation times¶
02:34.451 total execution time for auto_examples_model_selection files:
Comparing randomized search and grid search for hyperparameter estimation ( |
01:41.744 |
0.0 MB |
Demonstration of multi-metric evaluation on cross_val_score and GridSearchCV ( |
00:20.118 |
0.0 MB |
Plotting Validation Curves ( |
00:09.570 |
0.0 MB |
Balance model complexity and cross-validated score ( |
00:06.142 |
0.0 MB |
Plotting Learning Curves ( |
00:04.377 |
0.0 MB |
Nested versus non-nested cross-validation ( |
00:03.958 |
0.0 MB |
Parameter estimation using grid search with cross-validation ( |
00:03.221 |
0.0 MB |
Train error vs Test error ( |
00:02.705 |
0.0 MB |
Visualizing cross-validation behavior in scikit-learn ( |
00:00.944 |
0.0 MB |
Precision-Recall ( |
00:00.385 |
0.0 MB |
Receiver Operating Characteristic (ROC) with cross validation ( |
00:00.376 |
0.0 MB |
Receiver Operating Characteristic (ROC) ( |
00:00.348 |
0.0 MB |
Underfitting vs. Overfitting ( |
00:00.228 |
0.0 MB |
Confusion matrix ( |
00:00.214 |
0.0 MB |
Plotting Cross-Validated Predictions ( |
00:00.121 |
0.0 MB |
Sample pipeline for text feature extraction and evaluation ( |
00:00.000 |
0.0 MB |