On global, local, mixed and neighborhood kernels for support vector machines.
Victor L. BrailovskyOfir BarzilayRabin ShahavePublished in: Pattern Recognit. Lett. (1999)
Keyphrases
- support vector
- large margin classifiers
- learning machines
- kernel function
- multi class
- kernel methods
- support vector machine
- svm classification
- svm classifier
- binary classification
- polynomial kernels
- kernel machines
- hyperplane
- multiple kernel learning
- loss function
- cross validation
- feature space
- global information
- multi class classification
- generalization bounds
- maximum margin
- kernel parameters
- learning algorithm
- support vectors
- support vector regression
- radial basis function
- logistic regression
- training examples
- feature selection
- linear discriminant analysis
- learning tasks
- rbf kernel
- data sets
- margin maximization