Description: Further DetailsTitle: Pattern Classification Using Ensemble MethodsCondition: NewFormat: HardbackEAN: 9789814271066ISBN: 9789814271066Publisher: World Scientific Publishing Co Pte LtdRelease Date: 12/02/2009Description: 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.Language: EnglishCountry/Region of Manufacture: SGAuthor: Lior RokachGenre: Computing & InternetBook Series: Series In Machine Perception And Artificial IntelligenceRelease Year: 2009 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Pattern Classification Using Ensemble Methods
Title: Pattern Classification Using Ensemble Methods
EAN: 9789814271066
ISBN: 9789814271066
Release Date: 12/02/2009
Release Year: 2009
Country/Region of Manufacture: SG
Genre: Computing & Internet
Series: Series In Machine Perception And Artificial Intelligence
Publisher: World Industries Scientific Publishing Co Pte LTD
Publication Year: 2009
Subject: Machine Theory, Probability & Statistics / General, Set Theory, Databases / Data Mining, Computer Vision & Pattern Recognition
Number of Pages: 250 Pages
Publication Name: Pattern Classification Using Ensemble Methods
Language: English
Type: Textbook
Author: Lior Rokach
Subject Area: Mathematics, Computers
Format: Hardcover
