Analysis of Asymptotic Properties of Nonparametric Estimate of the Equation of the Separation Surface in a Two-Alternative Problem of Pattern Recognition
A. V. Lapko, V. A. Lapko
Keywords: nonparametric statistics, pattern recognition, asymptotic properties, learning sample, decision function
Pages: 48-53
Abstract
Quantitative relations between the approximation properties of nonparametric estimates of the separation-surface equation and the nonuniformity of the distribution of the learning-sample elements between the classes are studied in a two-alternative problem of pattern recognition
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