The Statistical Robustness of Decision Functions of Recognition
in the Case of Independent Characteristics
1

N. G. Startseva

Institute of Mathematics, Siberian Division, Russian Academy of Sciences, Universitetskii pr. 4, Novosibirsk, 630090 Russia

Abstract—The statistical stability of decision functions of recognition to the sample size depending on the
complexity of distributions for the discrete space of independent variables is discussed. The functional relation
ship between the quality of classification, sample size and the complexity of distribution was obtained.


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