Locally linear approximation for Kernel methods : the Railway Kernel

Research, Preprint OPEN
González, Javier; Muñoz, Alberto;
  • Subject: Estadística | Support vector machines | Kernel Methods | Classification problems

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 gene... View more
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