Scalability and Performance of Random Forest based Learning-to-Rank for Information Retrieval.
Muhammad IbrahimPublished in: SIGIR Forum (2017)
Keyphrases
- learning to rank
- random forest
- information retrieval
- loss function
- decision trees
- ranking functions
- evaluation measures
- ensemble methods
- ranking svm
- document retrieval
- multi label
- direct optimization
- test collection
- feature set
- collaborative filtering
- learning to rank algorithms
- document collections
- retrieval systems
- language model
- base classifiers
- support vector
- search engine
- multimedia
- similarity measure
- ranking models
- genetic algorithm
- pairwise
- probabilistic model
- data sets
- text categorization