New optimization models for optimal classification trees

DOI10.1016/J.COR.2023.106515MaRDI QIDQ6551126

Zacharie Ales, Amélie Lambert, Valentine Huré

Publication date: 6 June 2024

Published in: Computers \& Operations Research (Search for Journal in Brave)

zbMATH Keywords

quadratic programmingcombinatorial optimizationlinearizationsmixed binary programmingoptimal classification trees

Mathematics Subject Classification ID

Operations research and management science (90Bxx)

Cites Work

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• Greedy function approximation: A gradient boosting machine.
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• Multivariate decision trees
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• L’algebre de Boole et ses applications en recherche operationnelle
• Improved Linear Integer Programming Formulations of Nonlinear Integer Problems
• Multivariate classification trees based on minimum features discrete support vector machines
• Optimal classification trees
• Random forests
• Benchmarking optimization software with performance profiles.
• Margin optimal classification trees

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