Discriminating features-based cost-sensitive approach for software defect prediction.
Aftab AliNaveed KhanMamun I. Abu-TairJoost NoppenSally I. McCleanIan R. McChesneyPublished in: Autom. Softw. Eng. (2021)
Keyphrases
- cost sensitive
- software defect prediction
- discriminating features
- class imbalance
- class distribution
- imbalanced data
- cost sensitive learning
- misclassification costs
- multi class
- binary classification
- ensemble learning
- naive bayes
- active learning
- feature ranking
- sampling methods
- base classifiers
- support vector machine
- decision trees
- minority class
- k nearest neighbor
- multi class classification