A Learning-to-Rank Approach to Software Defect Prediction.
Xiaoxing YangKe TangXin YaoPublished in: IEEE Trans. Reliab. (2015)
Keyphrases
- learning to rank
- software defect prediction
- ensemble learning
- imbalanced data
- sample selection bias
- ranking functions
- loss function
- information retrieval
- feature ranking
- class imbalance
- ranking svm
- document retrieval
- collaborative filtering
- evaluation measures
- retrieval systems
- supervised learning
- feature vectors
- semi supervised
- training set