When Overlapping Unexpectedly Alters the Class Imbalance Effects.
Vicente GarcíaRamón Alberto MollinedaJosé Salvador SánchezRoberto AlejoJosé Martínez SotocaPublished in: IbPRIA (2) (2007)
Keyphrases
- class imbalance
- class distribution
- active learning
- cost sensitive
- imbalanced datasets
- high dimensionality
- small disjuncts
- cost sensitive learning
- software defect prediction
- concept drift
- random subspaces
- feature selection
- majority class
- imbalanced data sets
- imbalanced data
- sampling methods
- imbalanced class distribution