Code Quality Prediction Under Super Extreme Class Imbalance.
Noah LeeRui AbreuNachiappan NagappanPublished in: ISSRE Workshops (2022)
Keyphrases
- class imbalance
- quality prediction
- feature selection
- image quality
- class distribution
- active learning
- cost sensitive
- high dimensionality
- cost sensitive learning
- random subspaces
- small disjuncts
- imbalanced datasets
- majority class
- sampling methods
- concept drift
- minority class
- multi class
- imbalanced data
- feature space
- imbalanced class distribution
- software defect prediction
- training data
- graph cuts