Feature selection based on statistical estimation of mutual information

DOI10.33048/SEMI.2021.18.052zbMath1468.62324OpenAlexW3200508191MaRDI QIDQ2047138

Alexey Alexandrovich Kozhevin

Publication date: 19 August 2021

Published in: Sibirskie Èlektronnye Matematicheskie Izvestiya (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.33048/semi.2021.18.052

zbMATH Keywords

mutual informationlogistic regressionmixed modelfeature selectionconditional Shannon entropy

Mathematics Subject Classification ID

Asymptotic properties of nonparametric inference (62G20) Nonparametric estimation (62G05) Generalized linear models (logistic models) (62J12) Statistical aspects of information-theoretic topics (62B10)

Related Items (2)

On Relevant Features Selection Based on Information Theory ⋮ Stability properties of feature selection measures

Cites Work

• Logistic regression. A self-learning text. With contributions by Erica Rihl Pryor
• Advances in feature selection for data and pattern recognition
• Statistical estimation of conditional Shannon entropy
• On Information and Sufficiency

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