Pattern Classification Using Ensemble Methods: 75 - Rilegato

Rokach, Lior

 
9789814271066: Pattern Classification Using Ensemble Methods: 75
Rilegato
ISBN 10: 9814271063 ISBN 13: 9789814271066
Casa editrice: World Scientific Pub Co Inc, 2009

Sinossi

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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Product Description

Book by Rokach Lior

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
World Scientific Pub Co Inc
Data di pubblicazione
2009
Lingua
Inglese
ISBN 10 
9814271063
ISBN 13 
9789814271066
Rilegatura
Copertina rigida
Numero di pagine
225
Contatto del produttore
non disponibile
Persona responsabile
non disponibile