Oblique Multicategory Decision Trees Using Nonlinear Programming

DOI10.1287/ijoc.1030.0047zbMath1239.68064OpenAlexW2169737093MaRDI QIDQ2890453

W. Nick Street

Publication date: 8 June 2012

Published in: INFORMS Journal on Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1287/ijoc.1030.0047

zbMATH Keywords

artificial intelligencedecision treesmachine learning

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Nonlinear programming (90C30) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (4)

Mathematical optimization in classification and regression trees ⋮ bsnsing: A Decision Tree Induction Method Based on Recursive Optimal Boolean Rule Composition ⋮ Pareto-optimality of oblique decision trees from evolutionary algorithms ⋮ Operations research and data mining

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