Twin Support Vector Machines Based on the Mixed Kernel function.
Fulin WuShifei DingPublished in: J. Comput. (2014)
Keyphrases
- kernel function
- support vector
- large margin classifiers
- learning machines
- kernel methods
- support vector machine
- support vectors
- svm classifier
- high dimensional feature space
- feature space
- kernel parameters
- kernel matrix
- svm classification
- input space
- support vector regression
- positive definite
- kernel machines
- polynomial kernels
- kernel learning
- binary classification
- hyperplane
- gaussian kernels
- rbf kernel
- maximum margin
- dot product
- kernel matrices
- kernel pca
- high dimensional
- graph kernels
- generalization ability
- cross validation
- feature selection
- similarity function
- radial basis function
- feature set
- loss function