A multi-schematic classifier-independent oversampling approach for imbalanced datasets

Saptarshi Bej, Kristian Schultz, Prashant Srivastava +2

Over 85 oversampling algorithms, mostly extensions of the SMOTE algorithm, have been built over the past two decades, to solve the problem of imbalanced datasets. However, it has b…