Three Steps Strategy to Search for Optimum Classification Trees

DOI10.1080/03610918.2013.867991zbMath1359.62231OpenAlexW2031248468MaRDI QIDQ2809627

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Publication date: 30 May 2016

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918.2013.867991

zbMATH Keywords

evaluation functionsoptimum classification treesthree steps strategyvalue-wise tree sequencevariable-wise tree sequence

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Uses Software

• Matlab
• R
• CRAN
• rpart
• RWeka
• tree
• C4.5
• THAID

Cites Work

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• Unnamed Item
• Splitting variable selection for multivariate regression trees
• A note on split selection bias in classification trees
• Unbiased split selection for classification trees based on the Gini index
• Data mining and data visualization
• Multi-Step Classification Trees
• On the quest for easy-to-understand splitting rules
• Random forests

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