A systematic study of the class imbalance problem in convolutional neural networks

Mateusz Buda, Atsuto Maki, Maciej A. Mazurowski

In this study, we systematically investigate the impact of class imbalance on classification performance of convolutional neural networks (CNNs) and compare frequently used methods…