Revista de Ingeniería
versión impresa 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.
Palabras llave : Boosting; generalization; SMO; SVM.