A statistical theory of overfitting for imbalanced classification

Jingyang Lyu, Kangjie Zhou, Yiqiao Zhong

Classification with imbalanced data is a common challenge in data analysis, where certain classes (minority classes) account for a small fraction of the training data compared with…