Subsemble: an ensemble method for combining subset-specific algorithm fits

DOI10.1080/02664763.2013.864263zbMath1352.62020OpenAlexW2002718637WikidataQ35159153 ScholiaQ35159153MaRDI QIDQ116028

Stephanie Sapp, Mark Van Der Laan, John Canny, Stephanie Sapp, Mark J. Van der Laan, John F. Canny

Publication date: 3 December 2013

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://biostats.bepress.com/cgi/viewcontent.cgi?article=1317&context=ucbbiostat

zbMATH Keywords

predictioncross-validationmachine learningensemble methodsbig data

Mathematics Subject Classification ID

Related Items (3)

Diverse classifier ensemble creation based on heuristic dataset modification ⋮ Improved feature selection with simulation optimization ⋮ subsemble

Uses Software

• UCI-ml
• SuperLearner
• subsemble

Cites Work

• A decision-theoretic generalization of on-line learning and an application to boosting

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