Cross-version defect prediction using threshold-based active learning.
Yuanqing MeiXutong LiuZeyu LuYibiao YangHuihui LiuYuming ZhouPublished in: J. Softw. Evol. Process. (2024)
Keyphrases
- active learning
- defect prediction
- selective sampling
- supervised learning
- learning strategies
- semi supervised
- machine learning
- software repositories
- learning process
- experimental design
- learning algorithm
- real world
- training set
- active learning strategies
- transfer learning
- semi supervised learning
- labeled data
- data processing
- open source
- data sets
- relevance feedback
- end users
- training data