A New Compound Kernel Function for SVM.
Yonghua MaoXiaolin GuiXingshi HeYing GuoPublished in: UIC/ATC/ScalCom (2015)
Keyphrases
- kernel function
- support vector
- support vector machine
- kernel methods
- feature space
- support vectors
- svm classification
- svm classifier
- hyperplane
- input space
- kernel matrix
- kernel learning
- rbf kernel
- support vector machine svm
- kernel parameters
- positive definite
- kernel trick
- high dimensional feature space
- high dimensional
- support vector regression
- polynomial kernels
- gaussian kernels
- feature selection
- kernel matrices
- kernel machines
- multiple kernel learning
- kernel principal component analysis
- kernel pca
- binary classification
- learning problems
- multi class
- positive semidefinite
- training data