Computation times¶
01:12.620 total execution time for auto_examples_model_selection files:
Demonstration of multi-metric evaluation on cross_val_score and GridSearchCV ( |
00:12.956 |
0.0 MB |
Custom refit strategy of a grid search with cross-validation ( |
00:09.711 |
0.0 MB |
Test with permutations the significance of a classification score ( |
00:08.017 |
0.0 MB |
Balance model complexity and cross-validated score ( |
00:07.381 |
0.0 MB |
Comparison between grid search and successive halving ( |
00:07.336 |
0.0 MB |
Train error vs Test error ( |
00:06.632 |
0.0 MB |
Comparing randomized search and grid search for hyperparameter estimation ( |
00:05.558 |
0.0 MB |
Successive Halving Iterations ( |
00:04.259 |
0.0 MB |
Nested versus non-nested cross-validation ( |
00:03.715 |
0.0 MB |
Plotting Learning Curves ( |
00:03.123 |
0.0 MB |
Statistical comparison of models using grid search ( |
00:01.086 |
0.0 MB |
Visualizing cross-validation behavior in scikit-learn ( |
00:00.947 |
0.0 MB |
Plotting Validation Curves ( |
00:00.467 |
0.0 MB |
Precision-Recall ( |
00:00.341 |
0.0 MB |
Confusion matrix ( |
00:00.322 |
0.0 MB |
Underfitting vs. Overfitting ( |
00:00.184 |
0.0 MB |
Receiver Operating Characteristic (ROC) ( |
00:00.181 |
0.0 MB |
Detection error tradeoff (DET) curve ( |
00:00.168 |
0.0 MB |
Receiver Operating Characteristic (ROC) with cross validation ( |
00:00.152 |
0.0 MB |
Plotting Cross-Validated Predictions ( |
00:00.083 |
0.0 MB |
Sample pipeline for text feature extraction and evaluation ( |
00:00.000 |
0.0 MB |