Geometric SMOTE: Effective oversampling for imbalanced learning through a geometric extension of SMOTE

Georgios Douzas, Fernando Bacao

Classification of imbalanced datasets is a challenging task for standard algorithms. Although many methods exist to address this problem in different ways, generating artificial da…