A New Weighted Support Vector Machine for Regression and Its Parameters Optimization.
Liquan MeiShujuan ZhangPublished in: ICIC (2) (2008)
Keyphrases
- support vector machine
- parameter optimization
- nonlinear regression
- support vector
- support vector regression
- fine tuning
- optimization method
- regression model
- sensitivity analysis
- parameter estimation
- linear regression model
- model selection
- multi class
- optimization procedure
- regression analysis
- optimal parameters
- global optimization
- radial basis function network
- kernel methods
- machine learning
- optimization algorithm
- svm classifier
- maximum likelihood
- optimization problems
- decision trees
- weighting factor
- data sets
- feature selection
- regression algorithm
- probabilistic model
- data points
- least squares
- parameter selection
- image classification
- hyperparameters
- support vector machine svm
- radial basis function