The value of agreement a new boosting algorithm

DOI10.1016/J.JCSS.2007.06.005zbMath1146.68418OpenAlexW2003386319MaRDI QIDQ927875

Boaz Leskes, Leen Torenvliet

Publication date: 10 June 2008

Published in: Journal of Computer and System Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jcss.2007.06.005

zbMATH Keywords

machine learningboostingsemi-supervised learningunlabeled dataco-training

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• AdaBoost.MH

Cites Work

• A decision-theoretic generalization of on-line learning and an application to boosting
• Boosting the margin: a new explanation for the effectiveness of voting methods
• Empirical margin distributions and bounding the generalization error of combined classifiers
• Learnability and the Vapnik-Chervonenkis dimension
• 10.1162/153244303321897690
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