Learning with Support Vector Machines PDF (Adobe DRM) download by Colin Campbell

Learning with Support Vector Machines

Morgan & Claypool Publishers
Publication date: September 2010
ISBN: 9781608456178
Digital Book format: PDF (Adobe DRM)

Buy PDF

List price:
$35.00
Our price:
$32.99

You save: $2.01 (6%)
GET THIS EBOOK
FOR FREE!
Join our Facebook sweepstake, share and
get 10 likes. Winners
get notified in 24H!
Support Vectors Machines have become a well established tool within machine learning. They work well in practice and have now been used across a wide range of applications from recognizing hand-written digits, to face identification, text categorisation, bioinformatics, and database marketing. In this book we give an introductory overview of this subject. We start with a simple Support Vector Machine for performing binary classification before considering multi-class classification and learning in the presence of noise. We show that this framework can be extended to many other scenarios such as prediction with real-valued outputs, novelty detection and the handling of complex output structures such as parse trees. Finally, we give an overview of the main types of kernels which are used in practice and how to learn and make predictions from multiple types of input data. Table of Contents: Support Vector Machines for Classification / Kernel-based Models / Learning with Kernels
Please sign in to review this product.
Format:
Devices:
Learning with Support Vector Machines PDF (Adobe DRM) can be read on any device that can open PDF (Adobe DRM) files.

File Size:
654 Kb
Language:
ENG
Copy From Text:
Disabled.
Printing:
Disabled.
Other books by Colin Campbell
Adobe Flats ePub (Adobe DRM) download by Colin Campbell
Adobe Flats
Colin Campbell
MIDNIGHT INK, September 2014
ISBN: 9780738736334
Format: ePub
List Price: $11.99 Our price: $9.99
Jim Grant Short Stories #1 ePub (Adobe DRM) download by Colin Campbell
Jim Grant Short Stories #1
Colin Campbell
MIDNIGHT INK, September 2014
ISBN: 9780738745671
Format: ePub
List Price: $2.49 Our price: $1.99
Montecito Heights ePub (Adobe DRM) download by Colin Campbell
Montecito Heights
Colin Campbell
MIDNIGHT INK, April 2014
ISBN: 9780738736327
Format: ePub
List Price: $11.99 Our price: $9.99
The Real Diana ePub (Adobe DRM) download by Colin Campbell
The Real Diana
Colin Campbell & Lady Colin Campbell
Arcadia Books, September 2013
ISBN: 9781900850957
Format: ePub
List Price: $8.74 Our price: $6.99