The SVR Path Algorithm

Computes the entire solution paths for Support Vector Regression(SVR) with respect to the regularization parameter, lambda and epsilon in epsilon-intensive loss function, efficiently. We call each path algorithm svrpath and epspath. See Wang, G. et al (2008) for details regarding the method.


Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("svrpath")

0.1.2 by Do Hyun Kim, 8 years ago


Browse source code at https://github.com/cran/svrpath


Authors: Do Hyun Kim [aut, cre] , Seung Jun Shin [aut]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports quadprog, svmpath


See at CRAN