On the choice of effectiveness measures for learning to rank.
Emine YilmazStephen RobertsonPublished in: Inf. Retr. (2010)
Keyphrases
- learning to rank
- evaluation measures
- direct optimization
- ranking functions
- evaluation metrics
- information retrieval
- loss function
- directly optimize
- collaborative filtering
- document retrieval
- ranking svm
- relevance judgments
- supervised learning
- normalized discounted cumulative gain
- machine learning
- test collection
- digital libraries
- learning to rank algorithms
- reinforcement learning
- retrieval systems
- document collections
- web search
- query dependent