Sensitivity analysis of the variance contributions with respect to the distribution parameters by the kernel function.
Pan WangZhenzhou LuJixiang HuChangcong ZhouPublished in: Comput. Math. Appl. (2014)
Keyphrases
- sensitivity analysis
- kernel function
- support vector
- kernel methods
- feature space
- support vector machine
- input space
- managerial insights
- support vector regression
- kernel parameters
- kernel matrix
- positive definite
- kernel learning
- probability distribution
- support vectors
- gaussian kernels
- dot product
- variational inequalities
- polynomial kernels
- kernel matrices
- model selection
- probability density function
- high dimensional
- feature set
- optimal kernel
- data mining
- decision variables
- reproducing kernel hilbert space
- neural network
- feature selection