Computation times¶
03:19.509 total execution time for auto_examples_model_selection files:
Comparing randomized search and grid search for hyperparameter estimation ( |
02:21.334 |
0.0 MB |
Demonstration of multi-metric evaluation on cross_val_score and GridSearchCV ( |
00:22.928 |
0.0 MB |
Plotting Validation Curves ( |
00:10.560 |
0.0 MB |
Balance model complexity and cross-validated score ( |
00:05.803 |
0.0 MB |
Nested versus non-nested cross-validation ( |
00:04.816 |
0.0 MB |
Plotting Learning Curves ( |
00:04.080 |
0.0 MB |
Train error vs Test error ( |
00:03.981 |
0.0 MB |
Parameter estimation using grid search with cross-validation ( |
00:03.605 |
0.0 MB |
Visualizing cross-validation behavior in scikit-learn ( |
00:00.939 |
0.0 MB |
Receiver Operating Characteristic (ROC) with cross validation ( |
00:00.315 |
0.0 MB |
Precision-Recall ( |
00:00.314 |
0.0 MB |
Receiver Operating Characteristic (ROC) ( |
00:00.302 |
0.0 MB |
Underfitting vs. Overfitting ( |
00:00.227 |
0.0 MB |
Confusion matrix ( |
00:00.207 |
0.0 MB |
Plotting Cross-Validated Predictions ( |
00:00.096 |
0.0 MB |
Sample pipeline for text feature extraction and evaluation ( |
00:00.000 |
0.0 MB |