Enhancing functional efficiency in information-extreme machine learning with logistic regression ensembles

Enhancing functional efficiency in information-extreme machine learning with logistic regression ensembles

The subject matter of the article is the application of supervised machine learning for the task of object class recognition. The goal is enhancing functional efficiency in information-extreme technology (IET) for object class recognition. The tasks to be solved are: to analyse possible ways of incr...

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Bibliographic Details
Main Authors: Oleksandr Papchenko, Borys Kuzikov, Oksana Shovkoplias
Format: Article
Language:English
Published: National Aerospace University «Kharkiv Aviation Institute» 2023-12-01
Series:Радіоелектронні і комп'ютерні системи
Subjects:
supervised machine learning
information-extreme machine learning
machine learning parameter regularization
algorithms ensemble
information criterion
optimization
Online Access:http://nti.khai.edu/ojs/index.php/reks/article/view/2145

Internet

http://nti.khai.edu/ojs/index.php/reks/article/view/2145

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