Keyphrases
- support vector
- large margin classifiers
- learning machines
- logistic regression
- kernel function
- regularization parameter
- kernel machines
- cross validation
- generalization ability
- binary classification
- feature selection
- kernel methods
- hyperplane
- classification accuracy
- multi class classification
- multi class
- soft margin
- support vector machine
- support vector regression
- learning problems
- maximum margin
- parameter selection
- generalization bounds
- decision function
- regularization framework
- gaussian kernels
- regularization methods