A Generic Active Learning Framework for Class Imbalance Applications.
Aditya R. BhattacharyaJi LiuShayok ChakrabortyPublished in: BMVC (2019)
Keyphrases
- class imbalance
- active learning
- active learning framework
- class distribution
- cost sensitive
- cost sensitive learning
- majority class
- learning algorithm
- small disjuncts
- random sampling
- semi supervised
- machine learning
- labeled data
- supervised learning
- sampling methods
- imbalanced datasets
- concept drift
- imbalanced data
- random subspaces
- multi class
- training set
- test set
- software defect prediction
- imbalanced class distribution
- semi supervised learning
- training examples
- imbalanced data sets
- learning environment
- minority class
- high dimensionality