Groenen, Patrick; Nalbantov, Nalbantov, G.I.; Bioch, … - Faculteit der Economische Wetenschappen, Erasmus … - 2007
Several instance-based large-margin classi¯ers have recently been put forward in the literature: Support Hyperplanes, Nearest Convex Hull classifier, and Soft Nearest Neighbor. We examine those techniques from a common fit-versus-complexity framework and study the links be- tween them. Finally,...