Regression Estimate of a Multidimensional Decision Function in the Two-Alternative Pattern-Recognition Problem
- Autores: Lapko A.V.1,2, Lapko V.A.1,2
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Afiliações:
- Institute of Computational Modelling
- Reshetnev Siberian State Aerospace University
- Edição: Volume 28, Nº 1 (2018)
- Páginas: 11-16
- Seção: Mathematical Method in Pattern Recognition
- URL: https://bakhtiniada.ru/1054-6618/article/view/195282
- DOI: https://doi.org/10.1134/S1054661818010108
- ID: 195282
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Resumo
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.
Sobre autores
A. Lapko
Institute of Computational Modelling; Reshetnev Siberian State Aerospace University
Autor responsável pela correspondência
Email: lapko@icm.krasn.ru
Rússia, Krasnoyarsk, 660036; Krasnoyarsk, 660014
V. Lapko
Institute of Computational Modelling; Reshetnev Siberian State Aerospace University
Email: lapko@icm.krasn.ru
Rússia, Krasnoyarsk, 660036; Krasnoyarsk, 660014
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