DrugE-Rank: improving drug-target interaction prediction of new candidate drugs or targets by ensemble learning to rank.
Qingjun YuanJunning GaoDongliang WuShihua ZhangHiroshi MamitsukaShanfeng ZhuPublished in: Bioinform. (2016)
Keyphrases
- learning to rank
- ranking functions
- ranking list
- information retrieval
- evaluation measures
- ranking models
- loss function
- prediction accuracy
- scoring function
- ranking svm
- document retrieval
- ensemble methods
- learn a ranking function
- direct optimization
- learning to rank algorithms
- relevance judgments
- collaborative filtering
- query dependent
- supervised learning
- normalized discounted cumulative gain
- learning algorithm
- retrieval systems
- test collection
- data sets
- reinforcement learning
- training set
- user interaction
- pairwise