Computation times¶
09:47.665 total execution time for auto_examples_model_selection files:
Comparing randomized search and grid search for hyperparameter estimation ( |
07:50.846 |
0.0 MB |
Demonstration of multi-metric evaluation on cross_val_score and GridSearchCV ( |
00:42.362 |
0.0 MB |
Plotting Validation Curves ( |
00:23.059 |
0.0 MB |
Balance model complexity and cross-validated score ( |
00:12.176 |
0.0 MB |
Nested versus non-nested cross-validation ( |
00:09.273 |
0.0 MB |
Plotting Learning Curves ( |
00:09.039 |
0.0 MB |
Parameter estimation using grid search with cross-validation ( |
00:08.315 |
0.0 MB |
Train error vs Test error ( |
00:07.931 |
0.0 MB |
Visualizing cross-validation behavior in scikit-learn ( |
00:01.768 |
0.0 MB |
Precision-Recall ( |
00:00.593 |
0.0 MB |
Receiver Operating Characteristic (ROC) with cross validation ( |
00:00.590 |
0.0 MB |
Receiver Operating Characteristic (ROC) ( |
00:00.570 |
0.0 MB |
Confusion matrix ( |
00:00.472 |
0.0 MB |
Underfitting vs. Overfitting ( |
00:00.469 |
0.0 MB |
Plotting Cross-Validated Predictions ( |
00:00.202 |
0.0 MB |
Sample pipeline for text feature extraction and evaluation ( |
00:00.000 |
0.0 MB |