Fast Support Vector Machines for Structural Kernels.
Aliaksei SeverynAlessandro MoschittiPublished in: ECML/PKDD (3) (2011)
Keyphrases
- support vector
- large margin classifiers
- learning machines
- kernel function
- multi class
- kernel methods
- support vector machine
- classification accuracy
- polynomial kernels
- multiple kernel learning
- structural information
- maximum margin
- logistic regression
- kernel parameters
- generalization bounds
- kernel machines
- radial basis function
- feature selection
- svm classification
- rbf kernel
- binary classification
- hyperplane
- svm classifier
- soft margin
- cross validation
- structural analysis
- parallel machines
- ls svm
- decision function
- training examples
- multiscale