A new trigonometric kernel function for SVM.
Sajad Fathi HafshejaniZahra MoaberfardPublished in: CoRR (2022)
Keyphrases
- kernel function
- support vector
- support vector machine
- kernel methods
- support vectors
- svm classification
- svm classifier
- feature space
- input space
- positive definite
- kernel parameters
- support vector regression
- hyperplane
- high dimensional feature space
- rbf kernel
- kernel matrix
- polynomial kernels
- kernel machines
- kernel learning
- tree kernels
- multiple kernel learning
- kernel trick
- feature set
- high dimensional
- basis functions
- gaussian kernels
- classification accuracy
- binary classification
- generalization ability
- k nearest neighbor