Adapting Kernels by Variational Approach in SVM.
Junbin GaoSteve R. GunnJaz S. KandolaPublished in: Australian Joint Conference on Artificial Intelligence (2002)
Keyphrases
- support vector
- kernel function
- svm classification
- kernel methods
- multiple kernel learning
- support vector machine svm
- support vector machine
- rbf kernel
- support vector machines for classification
- multiple kernel
- polynomial kernels
- kernel machines
- feature space
- kernel svms
- support vectors
- kernel parameters
- gaussian kernel
- radial basis function
- knn
- tree kernels
- string kernels
- hyperplane
- linear svm
- large margin classifiers
- svm classifier
- logistic regression
- feature selection
- support vector classification
- positive definite
- gaussian kernels
- machine learning
- binary classification
- linear combination
- training data
- edge preserving
- generalization ability
- neural network
- wavelet kernel
- multi class
- training set
- pattern recognition
- histogram intersection kernel
- feature maps
- image segmentation
- feature extraction
- svm training
- loss function
- classification algorithm
- input space
- multi class classification