Comparison of the Bayesian and randomised decision tree ensembles within an uncertainty envelope technique

DOI10.1007/s10852-005-9019-9zbMath1104.68825OpenAlexW2093274001WikidataQ57923003 ScholiaQ57923003MaRDI QIDQ864940

Adolfo Hernandez, Jonathan E. Fieldsend, Derek Partridge, Trevor C. Bailey, Vitaly Schetinin, Richard M. Everson, Wojtek Janusz Krzanowski

Publication date: 13 February 2007

Published in: JMMA. Journal of Mathematical Modelling and Algorithms (Search for Journal in Brave)

Full work available at URL: http://hdl.handle.net/10871/17058

Mathematics Subject Classification ID

Monte Carlo methods (65C05) Learning and adaptive systems in artificial intelligence (68T05) Reasoning under uncertainty in the context of artificial intelligence (68T37) Computing methodologies for information systems (hypertext navigation, interfaces, decision support, etc.) (68U35)

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Uses Software

• UCI-ml

Cites Work

• Reversible jump Markov chain Monte Carlo computation and Bayesian model determination
• Confidence in classification: a Bayesian approach
• Combining Pattern Classifiers
• Hidden superconformal symmetry in M-theory
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