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Journal of Automation and Information Sciences

ISSN for PRINT: 1064-2315

Institutional price:	$2573.00
Issues per year:	12

Best Paper Award Selection - Editorial Board Site

2001, Volume33

344 pages

Issue price - $884.00

Bayesian Procedure as the Optimal Procedure for Recognition and Transformation of Data

Anatoliy M. Gupal
V.M. Glushkov Institute of Cybernetics of National Academy of Sciences of Ukraine, Kiev, Ukraine

Ivan V. Sergienko
V.M. Glushkov Institute of Cybernetics of National Academy of Sciences of Ukraine, Kyiv, Ukraine

ABSTRACT

Bayesian pattern recognition procedure has been proven suboptimal for the case of independent features and distribution of a Markov chain. The error estimation of the recognition procedure is obtained dependently on the number of attributes and on the size of a learning sample.