Increasing and decreasing returns and losses in mutual information feature subset selection

DOI10.3390/e12102144zbMath1229.62005OpenAlexW1983091269MaRDI QIDQ657494

Marc M. Van Hulle, Gert Van Dijck

Publication date: 9 January 2012

Published in: Entropy (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3390/e12102144

zbMATH Keywords

Bayesian networksconditional entropyconditional mutual informationfeature subset selectionbit paritydecreasing lossesincreasing losses

Mathematics Subject Classification ID

Bayesian inference (62F15) Theory of languages and software systems (knowledge-based systems, expert systems, etc.) for artificial intelligence (68T35) Statistical aspects of information-theoretic topics (62B10)

Related Items (2)

Joint Markov blankets in feature sets extracted from wavelet packet decompositions ⋮ Some convex functions based measures of independence and their application to strange attractor reconstruction

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