RBF Kernel Based Support Vector Machine with Universal Approximation and Its Application.
Junping WangQuanshi ChenYong ChenPublished in: ISNN (1) (2004)
Keyphrases
- support vector machine
- radial basis function
- support vector machine svm
- support vector
- kernel methods
- multi class
- svm classifier
- machine learning
- feature selection
- training data
- feature space
- feature vectors
- kernel function
- rbf kernel
- knn
- rbf network
- rbf neural network
- classification method
- k nearest neighbor
- approximation algorithms
- generalization ability
- training set
- maximum margin
- learning algorithm
- hyperplane
- reduced set
- decision boundary
- queueing networks
- approximation error
- svm classification
- data sets
- data fusion
- structured output
- approximation methods
- radial basis function network
- radial basis function neural network
- support vectors
- pattern recognition
- basis functions