Computation times¶
05:09.471 total execution time for auto_examples_model_selection files:
Comparing randomized search and grid search for hyperparameter estimation ( |
03:44.933 |
0.0 MB |
Demonstration of multi-metric evaluation on cross_val_score and GridSearchCV ( |
00:31.537 |
0.0 MB |
Plotting Validation Curves ( |
00:19.810 |
0.0 MB |
Balance model complexity and cross-validated score ( |
00:07.427 |
0.0 MB |
Parameter estimation using grid search with cross-validation ( |
00:06.417 |
0.0 MB |
Nested versus non-nested cross-validation ( |
00:06.186 |
0.0 MB |
Plotting Learning Curves ( |
00:05.681 |
0.0 MB |
Train error vs Test error ( |
00:04.406 |
0.0 MB |
Visualizing cross-validation behavior in scikit-learn ( |
00:01.104 |
0.0 MB |
Receiver Operating Characteristic (ROC) with cross validation ( |
00:00.529 |
0.0 MB |
Receiver Operating Characteristic (ROC) ( |
00:00.427 |
0.0 MB |
Precision-Recall ( |
00:00.361 |
0.0 MB |
Underfitting vs. Overfitting ( |
00:00.271 |
0.0 MB |
Confusion matrix ( |
00:00.259 |
0.0 MB |
Plotting Cross-Validated Predictions ( |
00:00.122 |
0.0 MB |
Sample pipeline for text feature extraction and evaluation ( |
00:00.000 |
0.0 MB |