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Pattern Classification Using Ense..(V75)

Pattern Classification Using Ense..(V75)

Hardcover

Series: Machine Perception and Artificial Intelligence, Book 75

DatabasesGeneral ComputersProbability & Statistics

ISBN10: 9814271063
ISBN13: 9789814271066
Publisher: World Scientific Publishing Company
Published: Jun 30 2010
Pages: 244
Weight: 1.20
Height: 0.90 Width: 6.10 Depth: 8.90
Language: English
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.

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