Support Vector Machines: Optimization Based Theory, Algorithms, and Extensions (Chapman & Hall/CRC Data Mining and Knowledge Discovery) (Chapman & Hall/CRC Data Mining and Knowledge Discovery Serie)

by Naiyang Deng, Yingjie Tian, and Chunhua Zhang

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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
  • ISBN13 9781466538122
  • Publish Date 17 December 2012 (first published 1 January 2012)
  • Publish Status Permanently Withdrawn
  • Out of Print 5 August 2022
  • Publish Country US
  • Publisher Taylor & Francis Ltd
  • Imprint Chapman & Hall/CRC
  • Format eBook
  • Pages 363
  • Language English