Code: 05069660

Pattern Classification Using Ensemble Methods

Name: Pattern Classification Using Ensemble Methods
Brand: World Scientific Publishing Co Pte Ltd
SKU: 05069660
Price: 99.99 EUR
Availability: InStock
Author: Lior Rokach
ISBN: 9789814271066

by Lior Rokach

Language: English
Binding: Hardback
Number of pages: 244
Publisher: World Scientific Publishing Co Pte Ltd, 2009
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Book synopsis

Researchers from various disciplines such as pattern recognition, statistics, and machine learning have explored the use of ensemble methodology since the late seventies. Thus, they are faced with a wide variety of methods, given the growing interest in the field. This book aims to impose a degree of order upon this diversity by presenting a coherent and unified repository of ensemble methods, theories, trends, challenges and applications. The book describes in detail the classical methods, as well as the extensions and novel approaches developed recently. Along with algorithmic descriptions of each method, it also explains the circumstances in which this method is applicable and the consequences and the trade-offs incurred by using the method.