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An Introduction to Support Vector Machines and Other Kernel-based Learning Methods

By Nello Cristianini, John Shawe-Taylor

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| Hardcover | 9780521780193

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Book Description

This is the first comprehensive introduction to Support Vector Machines (SVMs), a new generation learning system based on recent advances in statistical learning theory. Students will find the book both stimulating and accessible, while practitioners will be guided smoothly through the material requContinue

This is the first comprehensive introduction to Support Vector Machines (SVMs), a new generation learning system based on recent advances in statistical learning theory. Students will find the book both stimulating and accessible, while practitioners will be guided smoothly through the material required for a good grasp of the theory and its applications. The concepts are introduced gradually in accessible and self-contained stages, while the presentation is rigorous and thorough. Pointers to relevant literature and web sites containing software make it an ideal starting point for further study.

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Book Details

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  • English Books
  • Hardcover 189 Pages
  • Edition: 1st
  • ISBN-10: 0521780195
  • ISBN-13: 9780521780193
  • Publisher: Cambridge University Press
  • Pub date: Mar 28, 2000
  • Dimensions: 1613 mm x 1161 mm x 65 mm Just how big is that?
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9780521780193 Hardcover $87.00 $67.09 The Book Depository
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