Dealing with imbalanced data for interpretable defect prediction.
Yuxiang GaoYi ZhuYu ZhaoPublished in: Inf. Softw. Technol. (2022)
Keyphrases
- imbalanced data
- defect prediction
- linear regression
- software repositories
- class distribution
- software projects
- ensemble methods
- feature selection
- class imbalance
- random forest
- sampling methods
- support vector machine
- ensemble classifier
- classification models
- development process
- minority class
- decision trees
- svm classifier
- classification algorithm
- software systems
- data sets
- test set
- source code