Pattern Classification Using Ensemble Methods (Hardcover)

Lior Rokach

  • 出版商: World Scientific Pub Co Inc
  • 出版日期: 2009-11-30
  • 售價: $3,460
  • 貴賓價: 9.5$3,287
  • 語言: 英文
  • 頁數: 225
  • 裝訂: Hardcover
  • ISBN: 9814271063
  • ISBN-13: 9789814271066

下單後立即進貨 (2~3週)

相關活動主題

20180806 35 %e9%87%91%e5%b1%ac%e6%9b%b8%e7%b1%a4small

商品描述

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.