Description: Pattern Classification Using Ensemble MethodsAuthor(s): Lior Rokach Format: Hardback Publisher: World Scientific Publishing Co Pte Ltd, Singapore Imprint: World Scientific Publishing Co Pte Ltd ISBN-13: 9789814271066, 978-9814271066 Synopsis 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 [url] 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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Book Title: Pattern Classification Using Ensemble Methods
Publisher: World Industries Scientific Publishing Co Pte LTD
Publication Year: 2009
Subject: Computer Science
Number of Pages: 244 Pages
Language: English
Publication Name: Pattern Classification Using Ensemble Methods
Type: Textbook
Author: Lior Rokach
Series: Series in Machine Perception and Artificial Intelligence
Format: Hardcover
