A new trigonometric kernel function for support vector machine.
Sajad Fathi HafshejaniZahra MoaberfardPublished in: Iran J. Comput. Sci. (2023)
Keyphrases
- kernel function
- support vector machine
- support vector
- kernel methods
- svm classifier
- feature space
- input space
- hyperplane
- multi class
- positive definite
- support vectors
- support vector machine svm
- svm classification
- support vector regression
- machine learning
- knn
- basis functions
- k nearest neighbor
- kernel learning
- gaussian kernels
- feature selection
- kernel matrix
- feature vectors
- radial basis function
- decision boundary
- training data
- classification method
- kernel machines
- high dimensional feature space
- generalization ability
- reproducing kernel hilbert space
- high dimensional
- structured output
- polynomial kernels
- maximum margin
- image classification
- classification accuracy
- tree kernels