Addressing the Real-world Class Imbalance Problem in Dermatology.
Wei-Hung WengJonathan DeatonVivek NatarajanGamaleldin F. ElsayedYuan LiuPublished in: ML4H@NeurIPS (2020)
Keyphrases
- class imbalance
- real world
- class distribution
- active learning
- cost sensitive learning
- high dimensionality
- cost sensitive
- small disjuncts
- imbalanced datasets
- random subspaces
- data sets
- sampling methods
- majority class
- concept drift
- imbalanced data
- random sampling
- error rate
- minority class
- nearest neighbor
- pattern recognition
- feature selection