Genetic algorithm-based oversampling approach to prune the class imbalance issue in software defect prediction.
C. ArunC. LakshmiPublished in: Soft Comput. (2022)
Keyphrases
- class imbalance
- software defect prediction
- class distribution
- active learning
- cost sensitive
- cost sensitive learning
- imbalanced data
- minority class
- high dimensionality
- concept drift
- feature selection
- sampling methods
- ensemble learning
- misclassification costs
- data sets
- training examples
- text mining
- semi supervised
- multi class
- training data
- sample selection bias