XiaoShuang Chen

A Noise-Filtered Under-Sampling Scheme for Imbalanced Classification

2016 · IEEE Transactions on Cybernetics

Under-sampling is a popular data preprocessing method in dealing with class imbalance problems, with the purposes of balancing datasets to achieve a high classification rate and avoiding the bias toward majority class examples. It always …