In this paper we review some basic concepts of the theory of Support Vedor Machines and derive some result of pradical interest on their generalization ability. We compare the effectiveness and efficiency in solving some well-known pattern recognition problems through the use of different kernel fundions.
Support Vector Machines: a comparison of some Kernel functions
ANGUITA, DAVIDE;RIDELLA, SANDRO
1999-01-01
Abstract
In this paper we review some basic concepts of the theory of Support Vedor Machines and derive some result of pradical interest on their generalization ability. We compare the effectiveness and efficiency in solving some well-known pattern recognition problems through the use of different kernel fundions.
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