An Empirical Study on the Joint Impact of Feature Selection and Data Re-sampling on Imbalance Classification

Chongsheng Zhang, Paolo Soda, Jingjun Bi +3

In predictive tasks, real-world datasets often present different degrees of imbalanced (i.e., long-tailed or skewed) distributions. While the majority (the head) classes have suffi…