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Journal of Automation and Information Sciences
SJR: 0.275 SNIP: 0.59 CiteScore™: 0.8

ISSN Print: 1064-2315
ISSN Online: 2163-9337

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Journal of Automation and Information Sciences

DOI: 10.1615/JAutomatInfScien.v42.i10.40
pages 32-48

Guaranteed Estimate of the Features Utility while Statistical Recognition of Two Classes

Leonid S. Fainzilberg
International Research and Training Center of Information Technologies and Systems of National Academy of Sciences of Ukraine and Ministry of Education and Science of Ukraine, Kyiv

ABSTRACT

The formal conditions, which allow to guarantee the features utility while statistical recognition of two classes, are formulated. At the same time, only limited data on individual and general probability characteristics of the features are used. The constructability of the obtained conditions is demonstrated on the example of solving the problem of recognizing the thermal and pseudothermal effects of the metal crystallization.


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