Buch, Englisch, 644 Seiten, Format (B × H): 209 mm x 260 mm, Gewicht: 1488 g
Support Vector Machines, Regularization, Optimization, and Beyond
Buch, Englisch, 644 Seiten, Format (B × H): 209 mm x 260 mm, Gewicht: 1488 g
Reihe: Adaptive Computation and Machine Learning series
ISBN: 978-0-262-19475-4
Verlag: MIT Press Ltd
Learning with Kernels provides an introduction to SVMs and related kernel methods. Although the book begins with the basics, it also includes the latest research. It provides all of the concepts necessary to enable a reader equipped with some basic mathematical knowledge to enter the world of machine learning using theoretically well-founded yet easy-to-use kernel algorithms and to understand and apply the powerful algorithms that have been developed over the last few years.