Knowledge Discovery with Support Vector Machines

Name: Knowledge Discovery with Support Vector Machines
Brand: John Wiley & Sons Inc
SKU: 9780470371923
Price: 138.71 EUR
Availability: InStock

Автор: Lutz H. Hamel

Език:

Корици: С твърди корици

Издател: John Wiley & Sons Inc

Наличност: Външен склад

Изпращаме след 9-15 дни

138.71 € 271.29 лв

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

Информация за книгата

Автор

Lutz H. Hamel

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2009

страници

262

EAN

9780470371923

ISBN

0470371927

Enbook ID

04882927

Издател

John Wiley & Sons Inc

Теглоt

534

Размери

237 x 163 x 19

Пълно описание

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.

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също

Най-често търсени

Categories

Authors

Publishers

Продукти

Продукти

Най-често търсени

Categories

Authors

Publishers

Продукти

Продукти

Knowledge Discovery with Support Vector Machines

Информация за книгата

Пълно описание

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също