Stop Oversampling for Class Imbalance Learning: A Critical Review

Ahmad B. Hassanat, Ahmad S. Tarawneh, Ghada A. Altarawneh +1

For the last two decades, oversampling has been employed to overcome the challenge of learning from imbalanced datasets. Many approaches to solving this challenge have been offered…