Ensemble Learning: Pattern Classification Using Ensemble Methods - Couverture rigide

Livre 5 sur 9: Machine Perception and Artificial Intelligence

Rokach, Lior

 
9789811201950: Ensemble Learning: Pattern Classification Using Ensemble Methods
Couverture rigide
ISBN 10 : 9811201951 ISBN 13 : 9789811201950
Editeur : World Scientific Publishing Co Pte Ltd, 2019

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
World Scientific Publishing Co Pte Ltd
Date d'édition
2019
Langue
anglais
ISBN 10 
9811201951
ISBN 13 
9789811201950
Reliure
Relié
Numéro d'édition
2
Nombre de pages
300
Coordonnées du fabricant
World Scientific Publishing
https://www.worldscientific.com/

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