2.13 SVR-based method

Support vector regression (SVR) is a variant of SVM that is used to compute the linear regression function of a nonlinear mapping [3]. SVR methodology is used in Ref. [21] for horizontal global solar radiation forecasting based on the daily hours of sunshine and daylight. The obtained results show that this method forecasts the monthly average daily global solar radiation with higher accuracy over the PSObased models.
