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Pattern Classification Using Ensemble Methods Hardback
by Lior (Ben-gurion Univ Of The Negev, Israel) Rokach
Part of the Series In Machine Perception And Artificial Intelligence series
Hardback
Description
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.
Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Hardback
- Pages:244 pages
- Publisher:World Scientific Publishing Co Pte Ltd
- Publication Date:02/12/2009
- Category:
- ISBN:9789814271066
Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Hardback
- Pages:244 pages
- Publisher:World Scientific Publishing Co Pte Ltd
- Publication Date:02/12/2009
- Category:
- ISBN:9789814271066