A majority affiliation based under-sampling method for class imbalance problem.
Ying XieXian HuangFeng QinFagen LiXuyang DingPublished in: Inf. Sci. (2024)
Keyphrases
- class imbalance
- class distribution
- active learning
- cost sensitive
- cost sensitive learning
- small disjuncts
- imbalanced datasets
- high dimensionality
- random subspaces
- concept drift
- sampling methods
- imbalanced data
- feature selection
- data mining
- imbalanced class distribution
- training data
- imbalanced data sets
- software defect prediction
- data sets