Abstract

GARCIA DIAZ, Elkin Eduardo  and  LOZANO MARTINEZ, Fernando. Boosting Support Vector Machines. rev.ing. [online]. 2006, n.24, pp.62-70. ISSN 0121-4993.

In this paper we present an algorithm of binary classification based on Support Vector Machines. It is combined with a modified Boosting algorithm. It run faster than the original SVM algorithm with a similar generalization error and equal complexity model but it has more compact representation.

Keywords : Boosting; generalization; SMO; SVM.

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