Kernel classification using a linear programming approach

DOI10.1007/s10472-019-09642-wzbMath1429.68233OpenAlexW2952762523MaRDI QIDQ2294591

Alexander M. Malyscheff, Theodore B. Trafalis

Publication date: 11 February 2020

Published in: Annals of Mathematics and Artificial Intelligence (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10472-019-09642-w

zbMATH Keywords

classificationlinear programmingkernel methods

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Linear programming (90C05)

Uses Software

• UCI-ml
• Gurobi
• Scikit
• Python

Cites Work

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• Robust generalized eigenvalue classifier with ellipsoidal uncertainty
• An analytic center machine for regression
• Support-vector networks
• 10.1162/153244301753683717
• An analytic center machine

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