Learning to rank with extremely randomized trees.
Pierre GeurtsGilles LouppePublished in: Yahoo! Learning to Rank Challenge (2011)
Keyphrases
- learning to rank
- randomized trees
- function approximation
- random forests
- ranking functions
- information retrieval
- loss function
- multiple instance learning
- evaluation measures
- document retrieval
- direct optimization
- ensemble methods
- collaborative filtering
- ranking svm
- learning to rank algorithms
- test collection
- retrieval systems
- supervised learning
- reinforcement learning
- data sets
- learning tasks
- random forest
- machine learning