A Novel Imbalanced Ensemble Learning in Software Defect Predication.
Jianming ZhengXingqi WangDan WeiBin ChenYanli ShaoPublished in: IEEE Access (2021)
Keyphrases
- software defect
- software defect prediction
- ensemble learning
- imbalanced data
- minority class
- class imbalance
- ensemble methods
- generalization ability
- random forest
- ensemble classifier
- concept drift
- base classifiers
- class distribution
- unlabeled data
- support vector machine
- active learning
- prediction accuracy
- decision trees
- feature selection
- multi class