Generalization error for multi-class margin classification

DOI10.1214/07-EJS069zbMath1320.62152arXiv0708.3556MaRDI QIDQ2426807

Lifeng Wang, Xiaotong Shen

Publication date: 14 May 2008

Published in: Electronic Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/0708.3556

zbMATH Keywords

support vector machinessparse learningsmall \(n\) large \(p\)\(\psi\)-learningconvex and nonconvex lossesimport vector machines

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Pattern recognition, speech recognition (68T10)

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