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Books > Computing & IT > Applications of computing > Pattern recognition

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Pattern Classification Using Ensemble Methods (Hardcover) Loot Price: R2,488
Discovery Miles 24 880
Repayment Terms: R233 pm x 12*
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Pattern Classification Using Ensemble Methods (Hardcover): Lior Rokach

Pattern Classification Using Ensemble Methods (Hardcover)

Lior Rokach

Series: Series In Machine Perception And Artificial Intelligence, 75

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Loot Price R2,488 Discovery Miles 24 880 | Repayment Terms: R233 pm x 12*

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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.

General

Imprint: World Scientific Publishing Co Pte Ltd
Country of origin: Singapore
Series: Series In Machine Perception And Artificial Intelligence, 75
Release date: December 2009
First published: June 2010
Authors: Lior Rokach
Dimensions: 226 x 155 x 23mm (L x W x T)
Format: Hardcover
Pages: 244
ISBN-13: 978-981-4271-06-6
Categories: Books > Computing & IT > Applications of computing > Pattern recognition
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LSN: 981-4271-06-3
Barcode: 9789814271066

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