Solving large-scale multiclass learning problems via an efficient support vector classifier

DOI10.1016/S1004-4132(07)60036-XzbMath1158.93417MaRDI QIDQ3423681

Houjun Tang, Haoran Zhang, Shuibo Zheng, Zheng-zhi Han

Publication date: 14 February 2007

Published in: Journal of Systems Engineering and Electronics (Search for Journal in Brave)

zbMATH Keywords

decomposition methodmulticlass classificationsequential minimal optimization (SMO)\(\text SVM^{light}\)support vector machines (SVMS)

Mathematics Subject Classification ID

Stochastic learning and adaptive control (93E35)

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