On the Accuracy of Cross-Validation in the Classification Problem

In this work we will study the accuracy of the cross-validation estimates for decision functions. The main idea of the research consists in the scheme of statistical modeling that allows using real data to obtain statistical estimates, which are usually obtained only by using model (synthetic) distr...

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Bibliographic Details
Main Author: V. M. Nedel’ko
Format: Article
Language:English
Published: Irkutsk State University 2021-12-01
Series:Известия Иркутского государственного университета: Серия "Математика"
Subjects:
Online Access:http://mathizv.isu.ru/en/article/file?id=1395