A feature selection approach based on a similarity measure for software defect prediction.
Qiao YuShujuan JiangRongcun WangHong-yang WangPublished in: Frontiers Inf. Technol. Electron. Eng. (2017)
Keyphrases
- software defect prediction
- similarity measure
- feature selection
- feature ranking
- ensemble learning
- imbalanced data
- sample selection bias
- class imbalance
- text categorization
- pairwise
- dimensionality reduction
- feature selection algorithms
- high dimensionality
- machine learning
- multi class
- unsupervised learning
- machine learning algorithms
- classification models
- generalization ability