Computation times

02:38.464 total execution time for 22 files from all galleries:

Example	Time	Mem (MB)
Fitting model on imbalanced datasets and how to fight bias (../examples/applications/plot_impact_imbalanced_classes.py)	02:00.982	755.4
Bagging classifiers using sampler (../examples/ensemble/plot_bagging_classifier.py)	00:37.482	275.9
How to use sampling_strategy in imbalanced-learn (../examples/api/plot_sampling_strategy_usage.py)	00:00.000	0.0
Multiclass classification with under-sampling (../examples/applications/plot_multi_class_under_sampling.py)	00:00.000	0.0
Customized sampler to implement an outlier rejections estimator (../examples/applications/plot_outlier_rejections.py)	00:00.000	0.0
Benchmark over-sampling methods in a face recognition task (../examples/applications/plot_over_sampling_benchmark_lfw.py)	00:00.000	0.0
Example of topic classification in text documents (../examples/applications/plot_topic_classication.py)	00:00.000	0.0
Porto Seguro: balancing samples in mini-batches with Keras (../examples/applications/porto_seguro_keras_under_sampling.py)	00:00.000	0.0
Compare sampler combining over- and under-sampling (../examples/combine/plot_comparison_combine.py)	00:00.000	0.0
Create an imbalanced dataset (../examples/datasets/plot_make_imbalance.py)	00:00.000	0.0
Compare ensemble classifiers using resampling (../examples/ensemble/plot_comparison_ensemble_classifier.py)	00:00.000	0.0
Evaluate classification by compiling a report (../examples/evaluation/plot_classification_report.py)	00:00.000	0.0
Metrics specific to imbalanced learning (../examples/evaluation/plot_metrics.py)	00:00.000	0.0
Distribute hard-to-classify datapoints over CV folds (../examples/model_selection/plot_instance_hardness_cv.py)	00:00.000	0.0
Plotting Validation Curves (../examples/model_selection/plot_validation_curve.py)	00:00.000	0.0
Compare over-sampling samplers (../examples/over-sampling/plot_comparison_over_sampling.py)	00:00.000	0.0
Sample generator used in SMOTE-like samplers (../examples/over-sampling/plot_illustration_generation_sample.py)	00:00.000	0.0
Effect of the shrinkage factor in random over-sampling (../examples/over-sampling/plot_shrinkage_effect.py)	00:00.000	0.0
Usage of pipeline embedding samplers (../examples/pipeline/plot_pipeline_classification.py)	00:00.000	0.0
Compare under-sampling samplers (../examples/under-sampling/plot_comparison_under_sampling.py)	00:00.000	0.0
Sample selection in NearMiss (../examples/under-sampling/plot_illustration_nearmiss.py)	00:00.000	0.0
Illustration of the definition of a Tomek link (../examples/under-sampling/plot_illustration_tomek_links.py)	00:00.000	0.0