Knowledge Discovery with Support Vector Machines

Name: Knowledge Discovery with Support Vector Machines
Brand: John Wiley & Sons Inc
SKU: 9780470371923
Price: 132.33 EUR
Availability: InStock

Autor: Lutz H. Hamel

Jazyk:

Väzba: Pevná

Vydavateľ: John Wiley & Sons Inc

Dostupnosť: Skladom u dodávateľa

Odosielame za 9-15 dní

132.33 €

An easy-to-follow introduction to support vector machines This book provides an in-depth, easy-to-f...

Informácie o knihe

Autor

Lutz H. Hamel

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2009

Stránok

262

EAN

9780470371923

ISBN

0470371927

Enbook ID

04882927

Vydavateľ

John Wiley & Sons Inc

Hmotnosť

534

Rozmery

237 x 163 x 19

Kompletný popis

An easy-to-follow introduction to support vector machines This book provides an in-depth, easy-to-follow introduction to support vector machines drawing only from minimal, carefully motivated technical and mathematical background material. It begins with a cohesive discussion of machine learning and goes on to cover: Knowledge discovery environments Describing data mathematically Linear decision surfaces and functions Perceptron learning Maximum margin classifiers Support vector machines Elements of statistical learning theory Multi-class classification Regression with support vector machines Novelty detection Complemented 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. It is also an excellent tutorial on support vector machines for professionals who are pursuing research in machine learning and related areas.

Mohlo by vás zaujímať

Zákazníci, ktorí si kúpili túto knihu, kúpili tiež

Najčastejšie vyhľadávané

Categories

Authors

Publishers

Produkty

Produkty

Najčastejšie vyhľadávané

Categories

Authors

Publishers

Produkty

Produkty

Knowledge Discovery with Support Vector Machines

Informácie o knihe

Kompletný popis

Mohlo by vás zaujímať

Zákazníci, ktorí si kúpili túto knihu, kúpili tiež