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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