On Label Quality in Class Imbalance Setting -A Case Study.
Jumanah AlshehriMarija StanojevicEduard C. DragutZoran ObradovicPublished in: ICMLA (2022)
Keyphrases
- class imbalance
- class distribution
- active learning
- sampling methods
- high dimensionality
- cost sensitive learning
- software defect prediction
- cost sensitive
- concept drift
- majority class
- small disjuncts
- minority class
- imbalanced datasets
- random subspaces
- error prone
- multi label
- training data
- imbalanced class distribution