An algorithm for ordinal classification based on pairwise comparison

DOI10.1007/s00357-019-9311-4OpenAlexW2928099263MaRDI QIDQ779021

Yunli Yang, Baiyu Chen, Zhou-Wang Yang

Publication date: 21 July 2020

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

Full work available at URL: https://doi.org/10.1007/s00357-019-9311-4

zbMATH Keywords

ordinal classificationpairwise comparisonmean absolute errorangle distancebalanced samples

Mathematics Subject Classification ID

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

Uses Software

• rms
• ORCA

Cites Work

• Support Vector Ordinal Regression
• Supervised classification and mathematical optimization
• Regression modeling strategies. With applications to linear models, logistic regression, and survival analysis
• Classification by pairwise coupling
• 10.1162/15324430152733133
• Growing decision trees in an ordinal setting
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