Free Shipping on Order Over $60
AfterPay Available
Learning with Support Vector Machines

Learning with Support Vector Machines

by Colin Campbell and Ying Yiming
Paperback
Publication Date: 28/02/2016
  $51.75
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.
ISBN:
9781608456161
9781608456161
Category:
Artificial intelligence
Format:
Paperback
Publication Date:
28-02-2016
Publisher:
Morgan & Claypool Publishers
Country of origin:
United States
Pages:
95
Dimensions (mm):
235x187x5mm
Weight:
0.19kg

This title is in stock with our Australian supplier and arrives at our Sydney warehouse within 7-10 working days of you placing an order.

Once received into our warehouse we will despatch it to you with a Shipping Notification which includes online tracking.

Please check the estimated delivery times below for your region, for after your order is despatched from our warehouse:

ACT Metro 2 working days

NSW Metro 2 working days 

NSW Rural 2-3 working days

NSW Remote 2-5 working days

NT Metro 3-6 working days

NT Remote 4-10 working days

QLD Metro 2-4 working days

QLD Rural 2-5 working days

QLD Remote 2-7 working days

SA Metro 2-5 working days

SA Rural 3-6 working days

SA Remote 3-7 working days

TAS Metro 3-6 working days

TAS Rural 3-6 working days

VIC Metro 2-3 working days

VIC Rural 2-4 working days

VIC Remote 2-5 working days

WA Metro 3-6 working days

WA Rural 4-8 working days

WA Remote 4-12 working days

Customer Reviews

Be the first to review Learning with Support Vector Machines.