On the joint-effect of class imbalance and overlap: a critical review.
Miriam Seoane SantosPedro Henriques AbreuNathalie JapkowiczAlberto FernándezCarlos SoaresSzymon WilkJoão A. M. SantosPublished in: Artif. Intell. Rev. (2022)
Keyphrases
- class imbalance
- class distribution
- active learning
- cost sensitive learning
- cost sensitive
- small disjuncts
- high dimensionality
- imbalanced datasets
- concept drift
- majority class
- sampling methods
- random subspaces
- imbalanced data
- high dimensional
- software defect prediction
- microarray
- small number
- training set
- feature space
- training data
- learning algorithm