Nonfiction | Computer & Technology

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

by Nello Cristianini

2020-08-29 02:10:16

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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... Read more
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. Less

Book Details

File size9.8 X 6.89 X 0.59 in
Print pages204
PublisherCambridge University Press
Publication date March 23, 2000
Languageeng
ISBN9781139632768
autor-image
Nello Cristianini
Author
...

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