Tackling class imbalance with ranking.
Ricardo CruzKelwin FernandesJaime S. CardosoJoaquim F. Pinto da CostaPublished in: IJCNN (2016)
Keyphrases
- class imbalance
- class distribution
- active learning
- cost sensitive
- cost sensitive learning
- small disjuncts
- sampling methods
- imbalanced datasets
- majority class
- software defect prediction
- concept drift
- high dimensionality
- class noise
- probability estimation
- imbalanced class distribution
- feature selection
- prediction accuracy
- multi class
- minority class
- prior knowledge
- high dimensional
- training data