Pattern Classification Using Ensemble Methods

Name: Pattern Classification Using Ensemble Methods
Brand: World Scientific Publishing Co Pte Ltd
SKU: 9789814271066
Price: 101.35 EUR
Availability: InStock

Автор: Lior Rokach

Език:

Корици: С твърди корици

Издател: World Scientific Publishing Co Pte Ltd

Наличност: Външен склад

Изпращаме след 10-13 дни

101.35 € 198.22 лв

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

Информация за книгата

Автор

Lior Rokach

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2009

страници

244

EAN

9789814271066

ISBN

9814271063

Enbook ID

05069660

Издател

World Scientific Publishing Co Pte Ltd

Теглоt

509

Размери

157 x 235 x 18

Пълно описание

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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Pattern Classification Using Ensemble Methods

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Пълно описание

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