Addressing the Real-world Class Imbalance Problem in Dermatology.
Wei-Hung WengJonathan DeatonVivek NatarajanGamaleldin F. ElsayedYuan LiuPublished in: CoRR (2020)
Keyphrases
- class imbalance
- real world
- class distribution
- active learning
- cost sensitive
- imbalanced datasets
- random subspaces
- cost sensitive learning
- small disjuncts
- concept drift
- minority class
- sampling methods
- high dimensionality
- data mining
- imbalanced data
- training data
- feature selection
- software defect prediction
- high dimensional
- imbalanced class distribution
- error rate
- supervised learning
- data streams