A New Multi-Class SVM Based on a Uniform Convergence Result.
Yann GuermeurAndré ElisseeffHélène Paugam-MoisyPublished in: IJCNN (4) (2000)
Keyphrases
- multi class
- support vector machine
- uniform convergence
- multi class classification
- statistical learning theory
- binary classification
- pairwise
- multiclass classification
- linear classifiers
- cost sensitive
- binary classifiers
- support vector
- generalization bounds
- feature selection
- input space
- multi task
- learning rate
- real valued
- kernel function
- support vector machine svm
- k nearest neighbor
- high dimensional
- binary classification problems
- reinforcement learning