A Family-Based Evolutional Approach for Kernel Tree Selection in SVMs.
Ithipan MethasateThanaruk TheeramunkongPublished in: PAKDD (2009)
Keyphrases
- support vector
- kernel function
- sparse kernel
- kernel methods
- tree kernels
- kernel space
- polynomial kernels
- feature space
- multiple kernel learning
- special case
- feature selection
- support vector machine
- rbf kernel
- kernel parameters
- kernel machines
- tree structure
- gaussian kernel
- binary tree
- hyperplane
- tree structures
- machine learning
- radial basis function
- pre selected
- relation extraction
- svm classification
- graph kernels
- learning machines
- string kernels
- kernel principal component analysis
- multi class
- gaussian processes
- loss function
- logistic regression