Synthesis of the Structure of a Family of Nonparametric Decision Functions in the Pattern Recognition Problem
A. V. Lapko1, V. A. Lapko2
1 Institute of Computational Modeling Siberian Branch Russian Academy of Sciences
2 Institute of Computational Modeling Siberian Branch Russian Academy of Sciences Reshetnev Siberian State Aerospace University
lapko@icm.krasn.ru, lapko@icm.krasn.ru
Keywords: family of decision functions, pattern recognition, nonparametric estimate, large samples, structure
Pages: 76-82
Abstract
Based on an analysis of asymptotic properties of a family of nonparametric decision functions in the pattern recognition problem, a method for synthesizing the structure of this family is proposed.
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