Minority Class Oversampling for Tabular Data with Deep Generative Models

Ramiro Camino, Christian Hammerschmidt, Radu State

In practice, machine learning experts are often confronted with imbalanced data. Without accounting for the imbalance, common classifiers perform poorly and standard evaluation met…