Exploring the Performance of Resampling Strategies for the Class Imbalance Problem.
Vicente GarcíaJosé Salvador SánchezRamón Alberto MollinedaPublished in: IEA/AIE (1) (2010)
Keyphrases
- class imbalance
- class distribution
- active learning
- cost sensitive
- cost sensitive learning
- imbalanced datasets
- random subspaces
- sampling methods
- high dimensionality
- small disjuncts
- permutation tests
- software defect prediction
- imbalanced data
- concept drift
- feature selection
- majority class
- minority class
- imbalanced data sets
- imbalanced class distribution
- data sets