Support Vector Machine with Customized Kernel.
Guangyi ChenTien Dai BuiAdam KrzyzakWeihua LiuPublished in: ISNN (1) (2013)
Keyphrases
- support vector machine
- kernel function
- kernel methods
- support vector
- polynomial kernels
- feature space
- rbf kernel
- svm classification
- multi class
- multiple kernel
- svm classifier
- kernel machines
- gaussian kernel
- kernel space
- support vector machine svm
- hyperplane
- string kernels
- reproducing kernel hilbert space
- kernel pca
- feature vectors
- generalization ability
- decision function
- multiple kernel learning
- feature selection
- positive definite
- training data
- component analysis
- machine learning
- nonlinear kernel
- multi class support vector machines
- histogram intersection kernel
- kernel learning
- maximum margin
- kernel matrix
- decision boundary
- small sample
- radial basis function
- decision trees
- mutual subspace method
- knn
- semi supervised
- convolution kernel
- image classification
- k nearest neighbor
- high classification accuracy
- similarity function
- support vector regression
- support vectors