Computation times#

02:00.982 total execution time for 6 files from auto_examples/applications:

Example

Time

Mem (MB)

Fitting model on imbalanced datasets and how to fight bias (plot_impact_imbalanced_classes.py)

02:00.982

755.4

Multiclass classification with under-sampling (plot_multi_class_under_sampling.py)

00:00.000

0.0

Customized sampler to implement an outlier rejections estimator (plot_outlier_rejections.py)

00:00.000

0.0

Benchmark over-sampling methods in a face recognition task (plot_over_sampling_benchmark_lfw.py)

00:00.000

0.0

Example of topic classification in text documents (plot_topic_classication.py)

00:00.000

0.0

Porto Seguro: balancing samples in mini-batches with Keras (porto_seguro_keras_under_sampling.py)

00:00.000

0.0