An Experimental Study of the Joint Effects of Class Imbalance and Class Overlap.
Yutao FanHeming HuangCairang DangzhiXiaWu JiQian WuPublished in: SDSC (2023)
Keyphrases
- class imbalance
- majority class
- imbalanced datasets
- multi class problems
- minority class
- binary classification problems
- active learning
- class distribution
- class imbalanced
- cost sensitive
- cost sensitive learning
- multi class
- feature selection
- imbalanced data
- high dimensionality
- imbalanced class distribution
- class noise
- sampling methods
- concept drift
- error rate
- reinforcement learning