Support Vector Regression: Risk Quadrangle Framework

Anton Malandii, Stan Uryasev

This paper investigates Support Vector Regression (SVR) within the framework of the Risk Quadrangle (RQ) theory. Every RQ includes four stochastic functionals -- error, regret, ris…