Computation timesΒΆ

01:25.283 total execution time for auto_examples_applications files:

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

01:04.044

91.5 MB

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

00:08.193

85.7 MB

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

00:08.147

169.1 MB

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

00:04.316

10.2 MB

Multiclass classification with under-sampling (plot_multi_class_under_sampling.py)

00:00.584

8.7 MB

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

00:00.000

0.0 MB