A Generalized Quadratic Loss for Support Vector Machines.
Filippo PorteraAlessandro SperdutiPublished in: ECAI (2004)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- pairwise
- kernel function
- bayes rule
- loss function
- logistic regression
- objective function
- multi class classification
- generalization ability
- hyperplane
- kernel methods
- maximum margin
- feature extraction
- support vector machine
- computational complexity
- convex functions
- decision function
- cross validation
- parallel machines
- ls svm
- support vector regression
- decision trees
- training examples
- model selection
- multi class
- case study