Selecting optimal training data for learning to rank.
Xiubo GengTao QinTie-Yan LiuXueqi ChengHang LiPublished in: Inf. Process. Manag. (2011)
Keyphrases
- learning to rank
- training data
- ranking functions
- loss function
- supervised learning
- information retrieval
- evaluation measures
- document retrieval
- direct optimization
- ranking svm
- classification accuracy
- evaluation metrics
- directly optimize
- collaborative filtering
- training set
- query dependent
- data sets
- web search
- decision trees
- digital libraries
- learning algorithm
- metadata
- information extraction
- support vector machine
- pairwise