A Closer Look at AUROC and AUPRC under Class Imbalance.
Matthew B. A. McDermottLasse Hyldig HansenHaoran ZhangGiovanni AngelottiJack GallifantPublished in: CoRR (2024)
Keyphrases
- class imbalance
- class distribution
- active learning
- cost sensitive
- cost sensitive learning
- concept drift
- small disjuncts
- imbalanced datasets
- high dimensionality
- random subspaces
- imbalanced data sets
- majority class
- minority class
- feature selection
- sampling methods
- software defect prediction
- pattern recognition
- non stationary
- multi class
- training data
- imbalanced class distribution
- data sets