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Support Vector Machines

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
Main Authors: Deng, Naiyang, Tian, Yingjie (Author), Zhang, Chunhua (Author)
Format: eBook
Language:English
Published: Chapman and Hall/CRC 2012
Edition:1st edition
Subjects:
Optimisation Mathématique
Machines à Vecteurs Supports
Mathematical Optimization / Http://id.loc.gov/authorities/subjects/sh85082127
Mathematical Optimization / Fast
Support Vector Machines / Http://id.loc.gov/authorities/subjects/sh2008009003
Support Vector Machines / Fast
Online Access:
Collection: O'Reilly - Collection details see MPG.ReNa
Description
Summary: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 since optimization is one of the pillars on which
Item Description:Made available through: Safari, an O'Reilly Media Company
Physical Description:363 pages

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