Global resolution of the support vector machine regression parameters selection problem with LPCC.
Yu-Ching LeeJong-Shi PangJohn E. MitchellPublished in: EURO J. Comput. Optim. (2015)
Keyphrases
- support vector machine
- support vector
- nonlinear regression
- support vector regression
- maximum likelihood
- high resolution
- regression model
- parameter estimation
- linear regression model
- optimal parameters
- regression problems
- parameter values
- support vector machine svm
- multi class
- probabilistic model
- radial basis function network
- data sets
- low resolution
- regression analysis
- feature space
- global motion
- ridge regression
- training data
- regression function
- feature selection