Evolutionary Parameter Estimation Algorithm for Combined Kernel Function in Support Vector Machine.
Syng-Yup OhnHa-Nam NguyenSung-Do ChiPublished in: AWCC (2004)
Keyphrases
- kernel function
- support vector machine
- parameter estimation algorithm
- kernel methods
- support vector
- parameter estimation
- feature space
- svm classifier
- support vector regression
- input space
- svm classification
- hyperplane
- high dimensional feature space
- multi class
- kernel matrix
- kernel parameters
- positive definite
- feature selection
- gaussian kernels
- training data
- support vectors
- kernel trick
- support vector machine svm
- machine learning
- high dimensional
- decision boundary
- reproducing kernel hilbert space
- kernel pca
- kernel learning
- reduced set
- multiple kernel learning
- training set
- ls svm
- generalization ability