Computation times¶
05:11.315 total execution time for auto_examples_model_selection files:
Comparing randomized search and grid search for hyperparameter estimation ( |
03:18.475 |
0.0 MB |
Demonstration of multi-metric evaluation on cross_val_score and GridSearchCV ( |
00:28.272 |
0.0 MB |
Plotting Validation Curves ( |
00:17.271 |
0.0 MB |
Comparison between grid search and successive halving ( |
00:14.622 |
0.0 MB |
Successive Halving Iterations ( |
00:13.323 |
0.0 MB |
Plotting Learning Curves ( |
00:11.932 |
0.0 MB |
Nested versus non-nested cross-validation ( |
00:08.399 |
0.0 MB |
Balance model complexity and cross-validated score ( |
00:05.734 |
0.0 MB |
Parameter estimation using grid search with cross-validation ( |
00:05.378 |
0.0 MB |
Train error vs Test error ( |
00:02.468 |
0.0 MB |
Statistical comparison of models using grid search ( |
00:02.022 |
0.0 MB |
Visualizing cross-validation behavior in scikit-learn ( |
00:01.322 |
0.0 MB |
Precision-Recall ( |
00:00.439 |
0.0 MB |
Underfitting vs. Overfitting ( |
00:00.326 |
0.0 MB |
Confusion matrix ( |
00:00.308 |
0.0 MB |
Receiver Operating Characteristic (ROC) ( |
00:00.304 |
0.0 MB |
Detection error tradeoff (DET) curve ( |
00:00.295 |
0.0 MB |
Receiver Operating Characteristic (ROC) with cross validation ( |
00:00.287 |
0.0 MB |
Plotting Cross-Validated Predictions ( |
00:00.138 |
0.0 MB |
Sample pipeline for text feature extraction and evaluation ( |
00:00.000 |
0.0 MB |