The likelihood function is maximized via either the dual quasi-Newton or trust region algorithm. The default is the dual quasi-Newton algorithm. The starting values for the regression parameters are ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector regression (linear SVR) technique, where the goal is to predict a single numeric ...