Examples based on real world datasets#
Examples which use real-word dataset.
![](../../_images/sphx_glr_plot_outlier_rejections_thumb.png)
Customized sampler to implement an outlier rejections estimator
Customized sampler to implement an outlier rejections estimator
![](../../_images/sphx_glr_plot_over_sampling_benchmark_lfw_thumb.png)
Benchmark over-sampling methods in a face recognition task
Benchmark over-sampling methods in a face recognition task
![](../../_images/sphx_glr_porto_seguro_keras_under_sampling_thumb.png)
Porto Seguro: balancing samples in mini-batches with Keras
Porto Seguro: balancing samples in mini-batches with Keras
![](../../_images/sphx_glr_plot_impact_imbalanced_classes_thumb.png)
Fitting model on imbalanced datasets and how to fight bias
Fitting model on imbalanced datasets and how to fight bias