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PATTERN CLASSIFICATION USING ENSEMBLE METHODS: 75 (Series In Machine Perception And Artificial Intelligence) - Hardcover
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.
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- PublisherWorld Scientific Publishing
- Publication date2010
- ISBN 10 9814271063
- ISBN 13 9789814271066
- BindingHardcover
- Number of pages250
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Pattern Classification Using Ensemble Methods
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Pattern Classification Using Ensemble Methods (Machine Perception and Artificial Intelligence)
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Pattern Classification Using Ensemble Methods (Series in Machine Perception and Artificial Intelligence) [Hardcover ]
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Book Description Gebunden. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Researchers from various disciplines such as pattern recognition, statistics, and machine learning have explored the use of ensemble methodology since the late seventies. This book aims to impose a degree of order upon this diversity by presenting a coheren. Seller Inventory # 449943507
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Pattern Classification Using Ensemble Methods
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Book Description Buch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - 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. Seller Inventory # 9789814271066
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