Efficient algorithms for ranking with SVMs.
Olivier ChapelleS. Sathiya KeerthiPublished in: Inf. Retr. (2010)
Keyphrases
- support vector
- feature selection
- ranking algorithm
- feature ranking
- multi class
- learning to rank
- maximum margin
- web search
- support vector machine svm
- support vector machine
- knn
- ranking functions
- generalization ability
- rank aggregation
- feature space
- classification algorithm
- binary classification
- ranked list
- structured learning
- support vector machine classifiers
- sparse kernel
- hyperplane
- data sets
- kernel function
- feature vectors
- training data
- svm classifier
- link analysis
- classification accuracy
- statistical learning theory
- training set
- reduced set
- search engine
- pairwise classification
- machine learning