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

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

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.

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Veröffentlicht in:Computational mathematics and mathematical physics 2015-12, Vol.55 (12), p.2094-2099
1. Verfasser: Ignat’ev, O. A.
Format: Artikel
Sprache:eng
Schlagworte:
Algorithms
Computational mathematics
Computational Mathematics and Numerical Analysis
Construction
Estimating techniques
Mathematical analysis
Mathematics
Mathematics and Statistics
Studies
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Zusammenfassung: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.
ISSN:0965-5425
1555-6662
DOI:10.1134/S0965542515120064