Correlation, Prediction and Ranking of Evaluation Metrics in Information Retrieval.
Soumyajit GuptaMücahid KutluVivek KhetanMatthew LeasePublished in: ECIR (1) (2019)
Keyphrases
- evaluation metrics
- learning to rank
- information retrieval
- evaluation measures
- average precision
- precision and recall
- ranking functions
- loss function
- ranking models
- document retrieval
- relevance judgments
- evaluation methodology
- test collection
- language model
- information retrieval systems
- web search
- collaborative filtering
- supervised learning
- correlation coefficient
- information extraction
- evaluation framework
- ranking algorithm
- pairwise
- feature extraction