Combined Kernel Function for Support Vector Machine and Learning Method Based on Evolutionary Algorithm.
Ha-Nam NguyenSyng-Yup OhnWoo-Jin ChoiPublished in: ICONIP (2004)
Keyphrases
- support vector machine
- kernel function
- evolutionary algorithm
- support vector
- classification method
- active learning
- input space
- training process
- training samples
- multi class
- similarity measure
- decision trees
- learning algorithm
- kernel matrices
- structured output
- kernel parameters
- high dimensional feature space
- polynomial kernels
- genetic algorithm
- hyperplane
- kernel methods
- support vector machine svm
- linear combination
- k means
- feature vectors
- high dimensional
- feature space