Computation times¶
03:23.379 total execution time for auto_examples_model_selection files:
Comparing randomized search and grid search for hyperparameter estimation ( |
02:17.557 |
0.0 MB |
Demonstration of multi-metric evaluation on cross_val_score and GridSearchCV ( |
00:29.092 |
0.0 MB |
Plotting Validation Curves ( |
00:10.852 |
0.0 MB |
Nested versus non-nested cross-validation ( |
00:04.884 |
0.0 MB |
Balance model complexity and cross-validated score ( |
00:04.853 |
0.0 MB |
Plotting Learning Curves ( |
00:04.796 |
0.0 MB |
Train error vs Test error ( |
00:04.792 |
0.0 MB |
Parameter estimation using grid search with cross-validation ( |
00:03.921 |
0.0 MB |
Visualizing cross-validation behavior in scikit-learn ( |
00:01.012 |
0.0 MB |
Receiver Operating Characteristic (ROC) with cross validation ( |
00:00.395 |
0.0 MB |
Precision-Recall ( |
00:00.318 |
0.0 MB |
Receiver Operating Characteristic (ROC) ( |
00:00.312 |
0.0 MB |
Underfitting vs. Overfitting ( |
00:00.245 |
0.0 MB |
Confusion matrix ( |
00:00.241 |
0.0 MB |
Plotting Cross-Validated Predictions ( |
00:00.109 |
0.0 MB |
Sample pipeline for text feature extraction and evaluation ( |
00:00.000 |
0.0 MB |