Description
Pattern classification using ensemble methods (Series in machine perception artificial intelligence, Vol. 75)
Author: ROKACH Lior
Language: EnglishSubjects for Pattern classification using ensemble methods ...:
Approximative price 81.20 €
In Print (Delivery period: 15 days).
Add to cart the book of ROKACH Lior
Publication date: 01-2010
226 p. · 15x23 cm · Hardback
226 p. · 15x23 cm · Hardback
Description
/li>
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.
© 2024 LAVOISIER S.A.S.
These books may interest you
Outlier EnsemblesAn Introduction 52.74 €
Outlier EnsemblesAn Introduction 79.11 €