Heterogeneous defect prediction with two-stage ensemble learning.
Zhiqiang LiXiao-Yuan JingXiaoke ZhuHongyu ZhangBaowen XuShi YingPublished in: Autom. Softw. Eng. (2019)
Keyphrases
- ensemble learning
- defect prediction
- ensemble methods
- generalization ability
- software repositories
- concept drift
- mutual subspace method
- base classifiers
- ensemble classifier
- software projects
- random forest
- feature selection
- unlabeled data
- source code
- data streams
- test cases
- software development
- software engineering
- semi supervised
- case study