Paper No . 168 On the Noise Model of Support Vector Machine Regression

@inproceedings{Pontil1998PaperN,
  title={Paper No . 168 On the Noise Model of Support Vector Machine Regression},
  author={Massimiliano Pontil and Sayan Mukherjee and Federico Girosi},
  year={1998}
}
Support Vector Machines Regression (SVMR) is a regression technique which has been recently introduced by V. Vapnik and his collaborators (Vapnik, 1995; Vapnik, Golowich and Smola, 1996). In SVMR the goodness of fit is measured not by the usual quadratic loss function (the mean square error), but by a different loss function called Vapnik’s insensitive loss… CONTINUE READING