Computation times¶
03:58.118 total execution time for auto_examples_model_selection files:
Comparing randomized search and grid search for hyperparameter estimation ( |
02:52.573 |
0.0 MB |
Demonstration of multi-metric evaluation on cross_val_score and GridSearchCV ( |
00:24.382 |
0.0 MB |
Plotting Validation Curves ( |
00:12.016 |
0.0 MB |
Plotting Learning Curves ( |
00:07.489 |
0.0 MB |
Balance model complexity and cross-validated score ( |
00:06.512 |
0.0 MB |
Nested versus non-nested cross-validation ( |
00:05.320 |
0.0 MB |
Parameter estimation using grid search with cross-validation ( |
00:04.166 |
0.0 MB |
Train error vs Test error ( |
00:02.946 |
0.0 MB |
Visualizing cross-validation behavior in scikit-learn ( |
00:01.076 |
0.0 MB |
Precision-Recall ( |
00:00.340 |
0.0 MB |
Receiver Operating Characteristic (ROC) with cross validation ( |
00:00.340 |
0.0 MB |
Receiver Operating Characteristic (ROC) ( |
00:00.319 |
0.0 MB |
Confusion matrix ( |
00:00.272 |
0.0 MB |
Underfitting vs. Overfitting ( |
00:00.254 |
0.0 MB |
Plotting Cross-Validated Predictions ( |
00:00.114 |
0.0 MB |
Sample pipeline for text feature extraction and evaluation ( |
00:00.000 |
0.0 MB |