Multiplicative updates For Non-Negative Kernel SVM
Vamsi K. PotluruSergey M. PlisMorten MørupVince D. CalhounTerran LanePublished in: CoRR (2009)
Keyphrases
- support vector
- kernel function
- kernel methods
- kernel space
- kernel parameters
- rbf kernel
- support vector machine
- support vector machine svm
- polynomial kernels
- multiple kernel learning
- svm classification
- kernel machines
- feature space
- decision function
- sparse kernel
- svm classifier
- histogram intersection kernel
- positive and negative
- multiple kernel
- support vectors
- string kernels
- kernel matrix
- tree kernels
- kernel pca
- binary classification
- knn
- standard svm
- kernel learning
- reproducing kernel hilbert space
- generalization ability
- hyperplane
- positive definite
- gaussian kernel
- svm solvers
- svm training
- machine learning
- feature selection
- multi class
- ls svm
- feature maps
- high dimensional
- classification method
- radial basis function
- gaussian processes
- maximum margin
- negative examples
- input space
- least squares support vector machine
- decision forest
- dimensionality reduction
- multi class classification
- feature vectors
- training data
- neural network
- negative training examples