Incremental learning of linear model trees

DOI10.1007/s10994-005-1121-8zbMath1085.68645OpenAlexW2610419677MaRDI QIDQ5896774

Claude Sammut, Duncan Potts

Publication date: 8 February 2006

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-005-1121-8

zbMATH Keywords

online learningincremental learningmodel treesbatch model tree learnerlinear regression trees

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items

Learning model trees from evolving data streams

Uses Software

• SLIQ
• C4.5

Cites Work

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• Variable resolution discretization in optimal control
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• Tests of Equality Between Sets of Coefficients in Two Linear Regressions
• Interactive Tree-Structured Regression via Principal Hessian Directions
• Functional trees