Pattern Classification Using Ensemble Methods (Series in Machine Perception and Artificial Intellige 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Lior Rokach 作者

World Scientific Publishing Company

译者

2010-06-30 出版日期

225 页数

USD 75.00 价格

Hardcover

丛书系列

9789814271066 图书编码

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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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