Tradeoff relation between mutual information and error probability in data classification problem

DOI10.1134/S0965542521070113OpenAlexW3195023194MaRDI QIDQ2048809

A. M. Lange, M. M. Lange, S. V. Paramonov

Publication date: 24 August 2021

Published in: Computational Mathematics and Mathematical Physics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1134/s0965542521070113

zbMATH Keywords

discriminant functionmutual informationlower bounderror probabilitydata classificationdecision algorithmensemble of sourceserror probability redundancymutual information-error probability relation

Mathematics Subject Classification ID

Statistics (62-XX) Computer science (68-XX)

Cites Work

• Limits on the majority vote accuracy in classifier fusion
• Information transmission with additional noise
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