Combination of over- and under-sampling methods

The imblearn.combine provides methods which combine over-sampling and under-sampling.

SMOTEENN(*[, sampling_strategy, …])

Over-sampling using SMOTE and cleaning using ENN.

SMOTETomek(*[, sampling_strategy, …])

Over-sampling using SMOTE and cleaning using Tomek links.