Batch Evaluation Metrics in Information Retrieval: Measures, Scales, and Meaning.
Alistair MoffatPublished in: IEEE Access (2022)
Keyphrases
- evaluation metrics
- information retrieval
- learning to rank
- evaluation measures
- precision and recall
- evaluation methods
- average precision
- evaluation methodology
- information retrieval systems
- information extraction
- evaluation framework
- vector space model
- document collections
- question answering
- document retrieval
- relevance judgments
- search engine
- retrieval systems
- data sets
- language model
- classification accuracy
- natural language
- reinforcement learning
- relevance assessments
- loss function
- ir evaluation
- retrieval effectiveness
- query expansion
- text mining
- multimedia
- machine learning