Książka Pattern Classification Using Ensemble Methods Lior Rokach

Pattern Classification Using Ensemble Methods

Autor: Lior Rokach
Język: Angielski
Oprawa: Twarda
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-13 dni
413.02
Researchers from various disciplines such as pattern recognition, statistics, and machine learning h...

Informacje o książce

Autor
Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2009
strony
244
EAN
9789814271066
ISBN
9814271063
Enbook ID
05069660
Waga
509
Wymiary
157 x 235 x 18

Pełny opis

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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