An Empirical Study of Learning to Rank Techniques for Effort-Aware Defect Prediction.
Xiao YuKwabena Ebo BenninJin LiuJacky Wai KeungXiaofei YinZhou XuPublished in: SANER (2019)
Keyphrases
- learning to rank
- defect prediction
- ranking functions
- information retrieval
- loss function
- software repositories
- document retrieval
- collaborative filtering
- evaluation measures
- retrieval systems
- software projects
- learning to rank algorithms
- direct optimization
- query dependent
- ranking svm
- supervised learning
- test collection
- search engine
- training set
- software evolution
- web search
- directly optimize