Research on Combination Kernel Function of Support Vector Machine.
Huazhu SongZichun DingCuicui GuoZhe LiHongxia XiaPublished in: CSSE (1) (2008)
Keyphrases
- kernel function
- support vector machine
- kernel methods
- support vector
- svm classifier
- optimal kernel
- svm classification
- feature space
- support vector regression
- input space
- hyperplane
- high dimensional feature space
- multi class
- kernel learning
- training data
- polynomial kernels
- support vector machine svm
- kernel parameters
- support vectors
- kernel matrix
- high dimensional
- reproducing kernel hilbert space
- positive definite
- machine learning
- k nearest neighbor
- feature selection
- multiple kernel learning
- decision boundary
- kernel machines
- rbf kernel
- data sets
- generalization ability
- classification method
- dot product
- kernel matrices