The LCCP for Optimizing Kernel Parameters for SVM.
Sabri BoughorbelJean-Philippe TarelNozha BoujemaaPublished in: ICANN (2) (2005)
Keyphrases
- kernel parameters
- support vector
- gaussian processes
- kernel function
- support vector machine
- kernel methods
- training process
- kernel machines
- regularization parameter
- support vectors
- multi class
- loss function
- feature subset
- feature space
- selection criterion
- cross validation
- support vector regression
- svm classifier
- classification accuracy
- input space
- reproducing kernel hilbert space
- machine learning
- ls svm
- gaussian process
- hyperplane
- semi supervised learning
- artificial neural networks
- high dimensional