Averaging over decision trees

DOI10.1007/BF01246103zbMath0945.62013OpenAlexW2072644090MaRDI QIDQ1126405

Jonathan J. Oliver, David J. Hand

Publication date: 8 December 1996

Published in: Journal of Classification (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/bf01246103

zbMATH Keywords

decision treesaveragingclassification treesminimum message lengthBayesian trees

Mathematics Subject Classification ID

Management decision making, including multiple objectives (90B50) Statistical decision theory (62C99) Artificial intelligence (68T99) Statistical aspects of information-theoretic topics (62B10)

Uses Software

• C4.5

Cites Work

• A universal prior for integers and estimation by minimum description length
• Inferring decision trees using the minimum description length principle
• Coding decision trees
• An Information Measure for Classification
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