Pattern classification using ensemble methods (Series in machine perception artificial intelligence, Vol. 75)
Langue : Anglais
Auteur : ROKACH Lior
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.
Date de parution : 01-2010
Ouvrage de 226 p.
15x23 cm
Disponible chez l'éditeur (délai d'approvisionnement : 15 jours).
Prix indicatif 81,20 €
Ajouter au panierThèmes de Pattern classification using ensemble methods ... :
© 2024 LAVOISIER S.A.S.