RBF neural networks for classification using new kernel functions.
Zhenqiu LiuHamparsum BozdoganPublished in: Neural Parallel Sci. Comput. (2003)
Keyphrases
- kernel function
- rbf kernel
- radial basis function
- support vector
- support vector machine
- kernel methods
- rbf neural network
- feature space
- input space
- support vector machine svm
- neural network
- basis functions
- high dimensional feature space
- artificial neural networks
- svm classifier
- support vectors
- rbf network
- support vector regression
- kernel matrix
- kernel learning
- hyperplane
- reproducing kernel hilbert space
- dot product
- kernel matrices
- feature selection
- high dimensional
- loss function
- generalization ability
- machine learning
- training data
- feature maps
- tree kernels
- gaussian kernels
- data sets