A fast algorithm for kernel 1-norm support vector machines.
Li ZhangWeida ZhouPublished in: Knowl. Based Syst. (2013)
Keyphrases
- support vector
- large margin classifiers
- kernel function
- learning machines
- kernel methods
- sparse kernel
- kernel machines
- kernel parameters
- support vector machine
- logistic regression
- rbf kernel
- feature selection
- cross validation
- support vector regression
- support vectors
- binary classification
- feature space
- training examples
- hilbert space
- polynomial kernels
- hyperplane
- classification accuracy
- objective function
- svm classification
- multi class
- decision function
- neural network
- radial basis function
- linear discriminant analysis
- svm classifier
- loss function
- input space
- reduced set
- reproducing kernel hilbert space
- multi class classification
- learning algorithm