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.
Lior Rokach
Pattern Classification Using Ensemble Methods [PDF ebook]
Pattern Classification Using Ensemble Methods [PDF ebook]
¡Compre este libro electrónico y obtenga 1 más GRATIS!
Idioma Inglés ● Formato PDF ● Páginas 244 ● ISBN 9789814271073 ● Tamaño de archivo 3.2 MB ● Editorial World Scientific Publishing Company ● Ciudad Singapore ● País SG ● Publicado 2009 ● Descargable 24 meses ● Divisa EUR ● ID 2447893 ● Protección de copia Adobe DRM
Requiere lector de ebook con capacidad DRM