Examples based on real world datasets#

Examples which use real-word dataset.

Multiclass classification with under-sampling

Multiclass classification with under-sampling

Multiclass classification with under-sampling
Example of topic classification in text documents

Example of topic classification in text documents

Example of topic classification in text documents
Customized sampler to implement an outlier rejections estimator

Customized sampler to implement an outlier rejections estimator

Customized sampler to implement an outlier rejections estimator
Benchmark over-sampling methods in a face recognition task

Benchmark over-sampling methods in a face recognition task

Benchmark over-sampling methods in a face recognition task
Porto Seguro: balancing samples in mini-batches with Keras

Porto Seguro: balancing samples in mini-batches with Keras

Porto Seguro: balancing samples in mini-batches with Keras
Fitting model on imbalanced datasets and how to fight bias

Fitting model on imbalanced datasets and how to fight bias

Fitting model on imbalanced datasets and how to fight bias