Support Vector Machines for Pattern Classification

by Shigeo Abe

Book Overview

A guide on the use of SVMs in pattern classification, including a rigorous performance comparison of classifiers and regressors. The book presents architectures for multiclass classification and function approximation problems, as well as evaluation criteria for classifiers and regressors. Features: Clarifies the characteristics of two-class SVMs; Discusses kernel methods for improving the generalization ability of neural networks and fuzzy systems;...

• Format: Paperback
• Language: English
• ISBN: 1447125487
• ISBN13: 9781447125488
• Release Date: May 2012
• Publisher: Springer
• Length: 473 Pages
• Weight: 1.50 lbs.
• Dimensions: 1.1" x 6.1" x 9.0"