Quadratic kernel-free non-linear support vector machine.
Issam DagherPublished in: J. Glob. Optim. (2008)
Keyphrases
- support vector machine
- kernel function
- kernel methods
- support vector
- kernel trick
- feature space
- polynomial kernels
- multi class
- gaussian kernel
- svm classification
- svm classifier
- string kernels
- input space
- feature vectors
- support vector machine svm
- kernel machines
- radial basis function
- decision function
- rbf kernel
- objective function
- feature selection
- kernel principal component analysis
- multiple kernel learning
- k nearest neighbor
- kernel learning
- maximum margin
- high dimensional feature space
- support vectors
- quadratic program
- multi class support vector machines
- kernel space
- kernel pca
- semidefinite
- optimal parameters
- kernel matrix
- machine learning
- support vector regression
- training data
- computational complexity
- pairwise
- neural network
- nonlinear kernel
- stock market prediction
- structured output
- generalization ability
- tree kernels
- reduced set
- decision boundary
- positive definite