Support Vector Machines for Pattern Classification (Advances in Computer Vision and Pattern Recognition)

This guide on the use of SVMs in pattern classification includes a rigorous performance comparison of classifiers and regressors. The book takes the unique approach of focusing on classification rather than covering the theoretical aspects of SVMs.