Support Vector Machines for Pattern Classification

by Abe Shigeo and Shigeo Abe

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: Hardcover
• Language: English
• ISBN: 1849960976
• ISBN13: 9781849960977
• Release Date: March 2010
• Publisher: Springer
• Length: 473 Pages
• Weight: 1.90 lbs.
• Dimensions: 1.1" x 6.1" x 9.2"