ISBN is

9780521780193 / 0521780195

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

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4.09 avg rating34 ratings by GoodReads

Publisher:Cambridge University Press, 2000

Edition:Hardcover

Language:English

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About the book:

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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