Soft Classification Trees

DOI10.1080/03610926.2011.632103zbMath1296.62134OpenAlexW1985440031MaRDI QIDQ3167861

Benjamin Rich, Antonio Ciampi, Luc Villandré

Publication date: 29 October 2012

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610926.2011.632103

zbMATH Keywords

supervised learningnonlinear regressiondecision treesCARTclassifiers

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) General nonlinear regression (62J02) Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• rms
• party
• C4.5

Cites Work

• Classification tree analysis using TARGET
• Regression modeling strategies. With applications to linear models, logistic regression and survival analysis
• A simple generalisation of the area under the ROC curve for multiple class classification problems
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