Pattern Classification Using Ensemble Methods

Name: Pattern Classification Using Ensemble Methods
Brand: World Scientific Publishing Co Pte Ltd
SKU: 9789814271066
Price: 533.44 RON
Availability: InStock

Autor: Lior Rokach

Limbă:

Legare: Copertă tare

Editura: World Scientific Publishing Co Pte Ltd

Disponibilitate: În depozitul extern

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533.44 lei

Researchers from various disciplines such as pattern recognition, statistics, and machine learning h...

Informații despre carte

Autor

Lior Rokach

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2009

Pagini

244

EAN

9789814271066

ISBN

9814271063

Enbook ID

05069660

Editura

World Scientific Publishing Co Pte Ltd

Greutate

509

Dimensiuni

157 x 235 x 18

Descriere completă

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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