ENGLISH

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

By Nello Cristianini , John Shawe-Taylor

Book information

Publisher
Cambridge University Press
Year
2013
ISBN
0511801386, 9780511801389
Language
english
Format
PDF
Filesize
10 MB (10779312 bytes)
Pages
0\204
Time added
2017-12-23 11:46:48
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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 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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