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

ISBN: 0521780195

ISBN13: 9780521780193

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

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Format: Hardcover

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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...

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