Performance evaluation of multiobjective multiclass support vector machines maximizing geometric margins

DOI10.3934/NACO.2011.1.151zbMath1219.62106OpenAlexW2316881654MaRDI QIDQ550519

Masashi Akao, Ryo Kawachi, Tetsuzo Tanino, Keiji Tatsumi

Publication date: 11 July 2011

Published in: Numerical Algebra, Control and Optimization (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3934/naco.2011.1.151

zbMATH Keywords

multiobjective optimizationsecond-order cone programmingmulticlass classification

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Multi-objective and goal programming (90C29) Pattern recognition, speech recognition (68T10)

Related Items (1)

Support vector machines maximizing geometric margins for multi-class classification

Uses Software

• Benchmarks for Optimization Software

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