A Top-k Learning to Rank Approach to Cross-Project Software Defect Prediction.
Feng WangJinxiao HuangYutao MaPublished in: APSEC (2018)
Keyphrases
- learning to rank
- software defect prediction
- ranking list
- ranking functions
- loss function
- information retrieval
- document retrieval
- evaluation measures
- ranking svm
- ensemble learning
- query processing
- feature ranking
- supervised learning
- class imbalance
- collaborative filtering
- imbalanced data
- sample selection bias
- ranking models
- web search
- test collection
- retrieval systems
- web search engines
- relevance feedback
- support vector machine
- pairwise
- support vector
- training data