This book is both a reference for engineers and scientists and a teaching resource, featuring tutorial chapters and research papers on feature extraction. Until now there has been insufficient consideration of feature selection algorithms, no unified presentation of leading methods, and no systematic comparisons.A Matlab code is also available. ... 17.1.3 Classification We used SVM (Boser et al., 1992, Vapnik, 1998), transductive SVM (Joachims, 1999), asleepinga Na IApve ... We applied linear SVM and SVM with a Radial Basis Function (RBF) kernel.
|Author||:||Isabelle Guyon, Steve Gunn, Masoud Nikravesh, Lofti A. Zadeh|
|Publisher||:||Springer - 2008-11-16|