An efficient parameterized logarithmic kernel function for linear optimization.
Mousaab BouafiaDjamel BenterkiAdnan YassinePublished in: Optim. Lett. (2018)
Keyphrases
- kernel function
- optimal kernel
- kernel methods
- feature space
- kernel machines
- support vector
- support vector machine
- input space
- high dimensional
- hilbert space
- support vector regression
- semidefinite
- kernel matrix
- kernel learning
- high dimensional feature space
- positive definite
- support vectors
- hyperplane
- polynomial kernels
- positive semidefinite
- svm classification
- kernel parameters
- kernel matrices
- feature selection
- linear combination
- feature set
- gaussian kernels
- kernel pca
- dot product
- decision trees