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612-822-4611
An Introduction to Support Vector Machines and Other Kernel-based Learning Methods

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

Hardcover

General ComputersGeneral Mathematics

ISBN10: 0521780195
ISBN13: 9780521780193
Publisher: Cambridge University Press
Published: Mar 23 2000
Pages: 204
Weight: 1.10
Height: 0.60 Width: 6.90 Depth: 9.80
Language: English
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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General Computers