Deep One-Class Classification - Proceedings of Machine ...

2(0;1] is (i) an upper bound on the fraction of outliers, and (ii) a lower bound on the fraction of support vectors (points that are either on or outside the boundary). This re-sult is known as the -property (Scholkopf et al.¨ ,2001) and allows one to incorporate a prior belief about the fraction of

  Class, Classification, Outliers, One class classification