A Family-Based Evolutional Approach for Kernel Tree Selection in SVMs.
Ithipan MethasateThanaruk TheeramunkongPublished in: IEICE Trans. Inf. Syst. (2010)
Keyphrases
- support vector
- kernel function
- sparse kernel
- kernel methods
- tree kernels
- kernel space
- feature space
- kernel machines
- polynomial kernels
- pre selected
- multi class
- special case
- rbf kernel
- support vector machine
- linear svm
- feature selection
- tree structure
- kernel principal component analysis
- decision function
- hyperplane
- generalization ability
- high dimensional
- support vectors
- kernel matrix
- multiple kernel learning
- svm classifier
- logistic regression
- gaussian kernel
- support vector machine svm
- kernel parameters
- linear classifiers
- working set
- svm classification
- binary tree
- input space
- index structure
- knn
- decision trees