A multi-class large margin classifier

DOI10.1631/jzus.A0820122zbMath1181.68218MaRDI QIDQ1045595

Tie-Jun Wu, Liang Tang, Jian Chu, Qi Xuan, Rong Xiong

Publication date: 15 December 2009

Published in: Journal of Zhejiang University. Science A (Search for Journal in Brave)

zbMATH Keywords

quadratic programming problemsupport vector machinelarge marginmulti-classification

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Quadratic programming (90C20) Pattern recognition, speech recognition (68T10)

Uses Software

• UCI-ml
• AR face
• SVM

Cites Work

• Multicategory classification by support vector machines
• Support-vector networks
• 10.1162/15324430152733133
• On the learnability and design of output codes for multiclass problems
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