Title: Pattern Classification Using Ensemble Methods (Machine Perception and Artificial Intelligence)
Publisher: World Scientific Publishing Company
Publication Date: 2010
Language: English
ISBN 10: 9814271063
ISBN 13: 9789814271066
Binding: Hardcover
Condition: New

About this title

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.

From the Back Cover

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.

"About this title" may belong to another edition of this title.

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