Regression Estimate of a Multidimensional Decision Function in the Two-Alternative Pattern-Recognition Problem


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详细

The approximation properties of the regression estimate of the decision function in the two-alternative pattern-recognition problem are studied. This is used to find the dependence of the approximation quality on the discretization methods of the values of the random variable and its dimension.

作者简介

A. Lapko

Institute of Computational Modelling; Reshetnev Siberian State Aerospace University

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Email: lapko@icm.krasn.ru
俄罗斯联邦, Krasnoyarsk, 660036; Krasnoyarsk, 660014

V. Lapko

Institute of Computational Modelling; Reshetnev Siberian State Aerospace University

Email: lapko@icm.krasn.ru
俄罗斯联邦, Krasnoyarsk, 660036; Krasnoyarsk, 660014

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