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

by Nello Cristianini and John Shawe-Taylor

Book Overview

This is the first comprehensive introduction to Support Vector Machines (SVMs), a generation learning system based on recent advances in statistical learning theory. SVMs deliver state-of-the-art performance in real-world applications such as text categorisation, hand-written character recognition, image classification, biosequences analysis, etc., and are now established as one of the standard tools for machine learning and data mining. Students...

• Format: Hardcover
• Language: English
• ISBN: 0521780195
• ISBN13: 9780521780193
• Release Date: March 2000
• Publisher: Cambridge University Press
• Length: 204 Pages
• Weight: 1.25 lbs.
• Dimensions: 0.6" x 6.9" x 9.8"