ALGORITHM OF SPAM-BELONGING DEFINITION FOR DOCUMENTS ON THE BASIS OF FEJER DISPLAYS

Korobeynikov Anatoliy Grigorievich, Blinov Stanislav Yu, Leyman Albert V, Markina Galina L, Kutuzov Ilya M

2012 , VOLUME 12, NUMBER 6 ( November-December )

ISSN 2226-1494 (print), ISSN 2500-0373 (online)

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Nikiforov
Vladimir O.
D.Sc., Prof.

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ALGORITHM OF SPAM-BELONGING DEFINITION FOR DOCUMENTS ON THE BASIS OF FEJER DISPLAYS

A. G. Korobeynikov, S. Y. Blinov, A. V. Leyman, G. L. Markina, I. M. Kutuzov

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Abstract

The algorithm for definition of e-mail documents belonging to spam on the basis of support vector method is offered. Method modification consists of a dividing hyperplane creation, based on Fejer displays, that allows working with non-stationary data, characteristic for document classification problems.

Keywords: information classification, spam, problems of strong separability, Hilbert space

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