Appraisal of Performance of Three Tree-Based Classification Methods

DOI10.1007/978-3-319-73241-1_3zbMath1397.62215OpenAlexW2786996732MaRDI QIDQ4689247

Huruy Debessay Asfha, Betul Kan Kilinc

Publication date: 15 October 2018

Published in: Contributions to Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-73241-1_3

zbMATH Keywords

classificationdecision treemissing valuestree-based

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of statistics in engineering and industry; control charts (62P30)

Uses Software

• Unnamed Item
• MASS (R)
• rpart
• partykit
• ElemStatLearn
• evtree
• ctree

Cites Work

• Unnamed Item
• Unbiased split selection for classification trees based on the Gini index
• Statistical Analysis of Financial Data in S-Plus

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