The SVR Path Algorithm
Fit the entire epsilon path for Support Vector Regression
plot the epspath, solution paths of SVR as a function of epsilon
plot the svrpath, solution paths of SVR as a function of lambda
Make predictions from an "epspath" object
Make predictions from a "svrpath" object
QP solver for SVR
Fit the entire regularization path for Support Vector Regression
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) <doi:10.1109/TNN.2008.2002077> for details regarding the method.