MergeRUCB: A Method for Large-Scale Online Ranker Evaluation.
Masrour ZoghiShimon WhitesonMaarten de RijkePublished in: WSDM (2015)
Keyphrases
- evaluation method
- gold standard
- cost function
- significant improvement
- preprocessing
- prior knowledge
- high accuracy
- input data
- objective function
- fully automatic
- theoretical analysis
- real world
- online learning
- classification method
- synthetic data
- classification accuracy
- support vector machine svm
- model selection
- feature set
- support vector machine
- computational cost
- experimental evaluation
- pairwise
- similarity measure
- feature extraction
- information retrieval
- machine learning