Download Knowledge Discovery with Support Vector Machines

Edition: 1
Release: 2009-08-03
Publisher: Wiley-Interscience
Binding: Hardcover
ISBN/ASIN: 0470371927



Knowledge Discovery with Support Vector Machines (Wiley Series on Methods and Applications in Data Mining)

An easy-to-follow introduction to support vector machinesThis book provides an in-depth, easy-to-follow introduction to support vector machines drawing only from minimal, carefully motivated technical and mathematical background material. Free download Knowledge Discovery with Support Vector Machines books collection in PDF, EPUB, FB2, MOBI, and TXT formats. It begins with a cohesive discussion of machine learning and goes on to cover:Knowledge discovery environmentsDescribing data mathematicallyLinear decision surfaces and functionsPerceptron learningMaximum margin classifiersSupport vector machinesElements of statistical learning theoryMulti-class classificationRegression with support vector machinesNovelty detectionComplemented with hands-on exercises, algorithm descriptions, and data sets, Knowledge Discovery with Support Vector Machines is an invaluable textbook for advanced undergraduate and graduate courses. Best deals ebooks download Knowledge Discovery with Support Vector Machines on amazon.It is also an excellent tutorial on support vector machines for professionals who are pursuing research in machine learning and related areas. Knowledge Discovery with Support Vector Machines (Wiley Series on Methods and Applications in Data Mining) with free ebook downloads available via rapidshare, mediafire, 4shared, and hotfile.

Download Knowledge Discovery with Support Vector Machines