Ensemble Learning: Pattern Classification Using Ensemble Methods: Pattern Classification Using Ensemble Methods (Second Edition): 85 - Rilegato

Rokach, Lior

Rilegato

ISBN 10: 9811201951 ISBN 13: 9789811201950

Casa editrice: World Scientific Pub Co Inc, 2019

Riassunto

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.

Dettagli dell'edizione

• Editore: World Scientific Pub Co Inc
• Data di pubblicazione: 2019
• Lingua: Inglese
• ISBN 10: 9811201951
• ISBN 13: 9789811201950
• Rilegatura: Copertina rigida
• Numero edizione: 2
• Numero di pagine: 300
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile