Software Defect Prediction Based on SMOTE-Tomek and XGBoost.
Haotian YangMin LiPublished in: BIC-TA (2) (2021)
Keyphrases
- software defect prediction
- imbalanced data
- class imbalance
- class distribution
- ensemble methods
- support vector machine
- sampling methods
- feature selection
- linear regression
- ensemble learning
- minority class
- cost sensitive
- random forest
- classification models
- ensemble classifier
- cost sensitive learning
- concept drift
- active learning
- decision trees
- base classifiers
- training data
- sample selection bias