Product Information
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.Product Identifiers
PublisherWorld Industries Scientific Publishing Co Pte LTD
ISBN-139789814271066
eBay Product ID (ePID)86862195
Product Key Features
SubjectComputer Science
Publication Year2009
Number of Pages244 Pages
Publication NamePattern Classification Using Ensemble Methods
LanguageEnglish
TypeTextbook
AuthorLior Rokach
SeriesSeries in Machine Perception and Artificial Intelligence
Additional Product Features
Country/Region of ManufactureSingapore
Title_AuthorLior Rokach