Learning to rank software modules for effort-aware defect prediction.
Jiqing RaoXiao YuChen ZhangJunwei ZhouJianwen XiangPublished in: QRS Companion (2021)
Keyphrases
- learning to rank
- software modules
- defect prediction
- development effort
- software repositories
- ranking functions
- information retrieval
- software metrics
- loss function
- software projects
- software systems
- software development
- software components
- ranking svm
- learning to rank algorithms
- evaluation measures
- collaborative filtering
- retrieval systems
- source code
- document retrieval
- supervised learning
- evaluation metrics
- raw data
- software developers
- data sets
- software engineering
- classification accuracy
- database systems
- artificial intelligence
- real world