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Ensemble Learning: Pattern Classification Using Ensemble Methods by Lior Rokach (Ben-gurion Univ Of The Negev, Israel) at Abbey's Bookshop,
Ensemble Learning: Pattern Classification Using Ensemble Methods
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Lior Rokach (Ben-gurion Univ Of The Negev, Israel)

Ensemble Learning

Pattern Classification Using Ensemble Methods

Lior Rokach (Ben-gurion Univ Of The Negev, Israel)

$212.99

Hardback

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English
World Scientific Publishing Co Pte Ltd
01 March 2019
Machine learning; Pattern recognition
Series: Series In Machine Perception And Artificial Intelligence
This updated compendium provides a methodical introduction with a coherent and unified repository of ensemble methods, theories, trends, challenges, and applications. More than a third of this edition comprised of new materials, highlighting descriptions of the classic methods, and extensions and novel approaches that have recently been introduced.

Along with algorithmic descriptions of each method, the settings in which each method is applicable and the consequences and tradeoffs incurred by using the method is succinctly featured. R code for implementation of the algorithm is also emphasized.

The unique volume provides researchers, students and practitioners in industry with a comprehensive, concise and convenient resource on ensemble learning methods.
By:  
Imprint:   World Scientific Publishing Co Pte Ltd
Country of Publication:   Singapore
Edition:   Second Edition
Volume:   85
ISBN:   9789811201950
ISBN 10:   9811201951
Series:   Series In Machine Perception And Artificial Intelligence
Pages:   300
Publication Date:  
Audience:   College/higher education ,  Professional and scholarly ,  Primary ,  Undergraduate
Format:   Hardback
Publisher's Status:   Active

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