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JOURNALS // Zhurnal Vychislitel'noi Matematiki i Matematicheskoi Fiziki // Archive

Zh. Vychisl. Mat. Mat. Fiz., 2015 Volume 55, Number 12, Pages 2123–2129 (Mi zvmmf10320)

This article is cited in 6 papers

Construction of a correct combination of estimation algorithms adjusted using the cross validation technique

O. A. Ignat'ev

Yandex, ul. L. Tolstogo 16, Moscow, 119021, Russia

Abstract: A scheme for constructing a combination of estimation algorithms that is correct on a given training sample is proposed. The basic elements of the combination are algorithms obtained using the cross validation training technique.

Key words: estimation algorithm, label setting algorithm, cross validation with respect to individual objects.

UDC: 519.7

Received: 10.09.2014
Revised: 28.05.2015

DOI: 10.7868/S0044466915120066


 English version:
Computational Mathematics and Mathematical Physics, 2015, 55:12, 2094–2099

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© Steklov Math. Inst. of RAS, 2024