Novel Multi-output Support Vector Regression Model via Double Regularization.
Yanyan YangDegang ChenZe DongPublished in: SMC (2015)
Keyphrases
- regression model
- support vector
- support vector regression
- group lasso
- model selection
- cross validation
- regression methods
- linear regression model
- regression analysis
- gaussian process
- prediction model
- linear model
- regularization parameter
- kernel regression
- interval valued data
- explanatory variables
- logistic regression models
- regression trees
- multivariate regression
- loss function
- generalized linear
- locally weighted
- kernel function
- kernel methods
- logistic regression
- regression method
- semi parametric
- independent variables
- support vector machine
- response variable
- prediction intervals
- generalized linear models
- survival analysis
- learning machines
- neural network
- hyperparameters
- prior information
- radial basis function
- linear discriminant analysis