LoRAS: An oversampling approach for imbalanced datasets

Saptarshi Bej, Narek Davtyan, Markus Wolfien +2

The Synthetic Minority Oversampling TEchnique (SMOTE) is widely-used for the analysis of imbalanced datasets. It is known that SMOTE frequently over-generalizes the minority class,…