Computation times¶
05:12.699 total execution time for auto_examples_model_selection files:
Comparing randomized search and grid search for hyperparameter estimation ( |
02:52.489 |
0.0 MB |
Test with permutations the significance of a classification score ( |
01:00.067 |
0.0 MB |
Demonstration of multi-metric evaluation on cross_val_score and GridSearchCV ( |
00:26.148 |
0.0 MB |
Plotting Validation Curves ( |
00:14.056 |
0.0 MB |
Successive Halving Iterations ( |
00:08.863 |
0.0 MB |
Comparison between grid search and successive halving ( |
00:06.533 |
0.0 MB |
Balance model complexity and cross-validated score ( |
00:05.946 |
0.0 MB |
Plotting Learning Curves ( |
00:05.633 |
0.0 MB |
Nested versus non-nested cross-validation ( |
00:03.738 |
0.0 MB |
Parameter estimation using grid search with cross-validation ( |
00:03.723 |
0.0 MB |
Train error vs Test error ( |
00:02.900 |
0.0 MB |
Visualizing cross-validation behavior in scikit-learn ( |
00:00.914 |
0.0 MB |
Precision-Recall ( |
00:00.339 |
0.0 MB |
Confusion matrix ( |
00:00.319 |
0.0 MB |
Receiver Operating Characteristic (ROC) with cross validation ( |
00:00.281 |
0.0 MB |
Receiver Operating Characteristic (ROC) ( |
00:00.250 |
0.0 MB |
Underfitting vs. Overfitting ( |
00:00.178 |
0.0 MB |
Detection error tradeoff (DET) curve ( |
00:00.167 |
0.0 MB |
Plotting Cross-Validated Predictions ( |
00:00.152 |
0.0 MB |
Statistical comparison of models using grid search ( |
00:00.002 |
0.0 MB |
Sample pipeline for text feature extraction and evaluation ( |
00:00.000 |
0.0 MB |