Margin-based Ranking and an Equivalence between AdaBoost and RankBoost.
Cynthia RudinRobert E. SchapirePublished in: J. Mach. Learn. Res. (2009)
Keyphrases
- ranking algorithm
- multi class
- learning to rank
- bipartite ranking
- boosting algorithms
- ranking functions
- loss function
- binary classification
- generalization bounds
- ranking svm
- pairwise
- ranking models
- web search
- face detection
- multi class classification
- support vector machine
- learning algorithm
- training data
- object detection
- equivalence relationship
- ensemble methods
- base classifiers
- feature space
- binary classifiers
- decision trees
- weak learners
- document retrieval
- benchmark datasets
- active learning