Jiaming Ge

Active Learning for Imbalanced Ordinal Regression

2020 · IEEE Access

Ordinal regression (OR), also called ordinal classification, is a special multi-classification designed for problems with ordered classes. Imbalanced data hinders the performance of classification algorithms, especially for OR algorithms, as imbalanced class distributions often arise …