On the Class Imbalance Problem.
Xinjian GuoYilong YinCailing DongGongping YangGuang-Tong ZhouPublished in: ICNC (4) (2008)
Keyphrases
- class imbalance
- active learning
- class distribution
- cost sensitive
- sampling methods
- high dimensionality
- imbalanced datasets
- cost sensitive learning
- feature selection
- minority class
- majority class
- small disjuncts
- random subspaces
- concept drift
- software defect prediction
- training set
- imbalanced data
- high dimensional
- imbalanced class distribution
- prior knowledge
- data mining