Support Vector Committee machinesReport as inadecuate

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1 CORTEX - Neuromimetic intelligence INRIA Lorraine, LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications

Abstract : This paper proposes a mathematical programming framework for combining SVMs with possibly different kernels. Compared to single SVMs, the advantage of this approach is twofold: it creates SVMs with local domains of expertise leading to local enlargements of the margin, and it allows the use of simple linear kernels combined with a fixed boolean operation that is particularly well suited for building dedicated hardware.

Mots-clés : machines a vecteurs supports svm support vector machines svm

Author: Dominique Martinez - Gilles Millerioux



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