The consistency of multicategory support vector machines.
Di-Rong ChenDao-Hong XiangPublished in: Adv. Comput. Math. (2006)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- support vector machine
- kernel function
- logistic regression
- kernel methods
- classification accuracy
- maximum margin
- hyperplane
- case study
- feature selection
- generalization ability
- cross validation
- loss function
- multi class
- artificial intelligence
- radial basis function
- svm classifier
- support vector regression
- decision boundary
- maintaining consistency