Gonzalez, Javier; Munoz, Alberto - Departamento de Estadistica, Universidad Carlos III de … - 2008
In this paper we present a new kernel, the Railway Kernel, that works properly for general (nonlinear) classification problems, with the interesting property that acts locally as a linear kernel. In this way, we avoid potential problems due to the use of a general purpose kernel, like the RBF...