Support Vector Machines

by Deng, Naiyang

Type Book
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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.

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Title Statements

  • Full title :Support Vector Machines / Deng, Naiyang.

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.

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Edition Statements

  • Publication Date:2012.
  • Edition:1st edition

Publication Statements

The Physical Object

  • Description:1 online resource (363 pages)

Edition Identifiers

  • oclc:on1192526536
  • LC Classification:Internet Access

Subjects

Machines à vecteurs supports Mathematical optimization Optimisation mathématique support vector machines

Writers

Deng, Naiyang Tian, Yingjie Zhang, Chunhua

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