Qi-Shi Shi

A Boundary-Information-Based Oversampling Approach to Improve Learning Performance for Imbalanced Datasets

2022 · Entropy

Oversampling is the most popular data preprocessing technique. It makes traditional classifiers available for learning from imbalanced data. Through an overall review of oversampling techniques (oversamplers), we find that some of them can be regarded …