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Anotace knihy

The primary goal of this book is to give readers a complete treatment of the state-of-the-art ensemble learning methods, and provide a set of applications that demonstrate the various usages of ensemble learning methods in the real-world. For readers who are new to the subject, this book provides an excellent entry point with high-level introductory view of the topic as well as in-depth discussion of the key technical details. For researchers in the area, this book is a handy reference summarizing the up-to-date advances in ensemble learning, their connections, and future directions. For practitioners, the book provides a number of example applications for ensemble learning, and offers examples of successful, real-world systems.

Parametry knihy

Zařazení knihy Knihy v angličtině Computing & information technology Computer science Artificial intelligence

• Plný název: Ensemble Machine Learning
• Podnázev: Methods and Applications
• Autor: Cha Zhang, Yunqian Ma
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 332
• EAN: 9781441993250
• ISBN: 1441993258
• ID: 01424494
• Nakladatelství: Springer-Verlag New York Inc.
• Hmotnost: 674 g
• Rozměry: 166 × 241 × 22 mm
• Datum vydání: 17. February 2012

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