Könyv Pattern Classification Using Ensemble Methods Lior Rokach

Pattern Classification Using Ensemble Methods

Szerző: Lior Rokach
Nyelv: Angol
Kötés: Kemény kötésű
Elérhetőség: Beszállítói készleten
Küldés 10-13 napon belül
36 951 Ft
Researchers from various disciplines such as pattern recognition, statistics, and machine learning h...

Információk a könyvről

Szerző
Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2009
oldal
244
EAN
9789814271066
ISBN
9814271063
Enbook ID
05069660
Súly
509
Méretek
157 x 235 x 18

Teljes leírás

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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