Computation times¶
05:10.918 total execution time for auto_examples_model_selection files:
Comparing randomized search and grid search for hyperparameter estimation ( |
03:45.375 |
0.0 MB |
Demonstration of multi-metric evaluation on cross_val_score and GridSearchCV ( |
00:31.585 |
0.0 MB |
Plotting Validation Curves ( |
00:15.801 |
0.0 MB |
Balance model complexity and cross-validated score ( |
00:08.029 |
0.0 MB |
Nested versus non-nested cross-validation ( |
00:07.815 |
0.0 MB |
Plotting Learning Curves ( |
00:07.384 |
0.0 MB |
Train error vs Test error ( |
00:05.653 |
0.0 MB |
Parameter estimation using grid search with cross-validation ( |
00:05.376 |
0.0 MB |
Visualizing cross-validation behavior in scikit-learn ( |
00:01.545 |
0.0 MB |
Receiver Operating Characteristic (ROC) with cross validation ( |
00:00.541 |
0.0 MB |
Precision-Recall ( |
00:00.477 |
0.0 MB |
Receiver Operating Characteristic (ROC) ( |
00:00.441 |
0.0 MB |
Underfitting vs. Overfitting ( |
00:00.385 |
0.0 MB |
Confusion matrix ( |
00:00.351 |
0.0 MB |
Plotting Cross-Validated Predictions ( |
00:00.161 |
0.0 MB |
Sample pipeline for text feature extraction and evaluation ( |
00:00.000 |
0.0 MB |