Novel Multi-output Support Vector Regression Model via Double Regularization.

Yanyan Yang Degang Chen Ze Dong

Published 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