Cost-sensitive transfer kernel canonical correlation analysis for heterogeneous defect prediction.
Zhiqiang LiXiao-Yuan JingFei WuXiaoke ZhuBaowen XuShi YingPublished in: Autom. Softw. Eng. (2018)
Keyphrases
- cost sensitive
- defect prediction
- kernel canonical correlation analysis
- multi class
- misclassification costs
- cost sensitive learning
- cost sensitive classification
- binary classification
- software repositories
- software projects
- active learning
- class imbalance
- naive bayes
- class distribution
- support vector machine
- boosting algorithms
- semi supervised
- kernel cca
- address these issues
- black box
- high level
- decision trees
- learning algorithm