Support Vector Machines

by Ingo Steinwart and Andreas Christmann

Book Overview

Every mathematical discipline goes through three periods of development: the naive, the formal, and the critical. David Hilbert The goal of this book is to explain the principles that made support vector machines (SVMs) a successful modeling and prediction tool for a variety of applications. We try to achieve this by presenting the basic ideas of SVMs together with the latest developments and current research questions in a uni?ed style. In a nutshell,...

• Format: Paperback
• Language: English
• ISBN: 1489989633
• ISBN13: 9781489989635
• Release Date: October 2014
• Publisher: Springer
• Length: 603 Pages
• Weight: 1.89 lbs.
• Dimensions: 1.3" x 6.1" x 9.2"