Entropy-based estimation in classification problems

DOI10.1134/S0005117919030093zbMath1483.62103OpenAlexW2940504557WikidataQ127970035 ScholiaQ127970035MaRDI QIDQ2290389

Yuriĭ A. Dubnov

Publication date: 27 January 2020

Published in: Automation and Remote Control (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1134/s0005117919030093

zbMATH Keywords

classificationmachine learningmaximum entropy method

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Pattern recognition, speech recognition (68T10)

Uses Software

• JStatCom
• KEEL
• PRMLT

Cites Work

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• Dual coordinate descent methods for logistic regression and maximum entropy models
• Boosting algorithms: regularization, prediction and model fitting
• On the optimality of the simple Bayesian classifier under zero-one loss

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