USE OF DECISION RULES TO RESOLVE CONTRADICTIONS BETWEEN OBJECT CLASSIFICATION PROCEDURES

Continues the consideration of the stochastic model of the object classification procedure, which makes it possible to carry out a comparative analysis of the object classification procedures, predict the effectiveness of their application, and design complex procedures based on simple ones. A correct approach to aggregating stochastic models of individual procedures and obtaining a stochastic model of a complex classification procedure is proposed. The issue of resolving contradictions between individual classification procedures using the mechanism of decision rules is considered and possible variants of such rules are given. The use of decision rules allows the design and analysis of complex classification procedures, which are sets of simpler procedures. A comparative analysis with other approaches to modeling the classification of objects is carried out. Possible directions for the formulation of new problems and the formation of other approaches for the development of a stochastic model of classification procedures are formulated.

Authors: E. A. Burkov, Е. A. Tolkacheva, P. I. Paderno

Direction: Informatics, Computer Technologies And Control

Keywords: Probability matrix, object classification, authentication coefficient, decision rule, stochastic model

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