Support Vector Machines / Deng, Naiyang.

Support Vector Machines: Optimization Based Theory, Algorithms, and Extensions presents an accessible treatment of the two main components of support vector machines (SVMs)-classification problems and regression problems. The book emphasizes the close connection between optimization theory and SVMs...

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Bibliographic Details

Online Access:	Full Text (via Taylor & Francis)
Main Authors:	Deng, Naiyang (Author), Tian, Yingjie (Author), Zhang, Chunhua (Author)
Corporate Author:	Safari, an O'Reilly Media Company
Format:	eBook
Language:	English
Published:	Chapman and Hall/CRC, 2012.
Edition:	1st edition.
Subjects:	Mathematical optimization. Support vector machines.