Keyphrases
- support vector machine
- kernel function
- support vector
- kernel methods
- rbf kernel
- svm classification
- kernel parameters
- svm classifier
- polynomial kernels
- support vector machine svm
- multiple kernel
- feature space
- gaussian kernel
- multi class
- support vectors
- standard svm
- string kernels
- kernel matrix
- kernel machines
- training data
- feature selection
- input space
- kernel pca
- statistical learning theory
- radial basis function
- feature vectors
- generalization ability
- support vector regression
- k nearest neighbor
- support vector machine classifiers
- positive definite
- machine learning
- multiple kernel learning
- learning machines
- classification algorithm
- hyperplane
- classification method
- histogram intersection kernel
- training set
- soft margin
- svm training
- kernel support vector machines
- tree kernels
- decision function
- structured output
- linear support vector machines
- high dimensional
- knn
- gaussian kernels
- decision forest
- maximum margin
- loss function
- training samples
- reproducing kernel hilbert space
- high classification accuracy
- data sets
- wavelet support vector machine
- kernel principal component analysis