Ensemble Methods: Foundations and Algorithms

by Zhi-Hua Zhou

An up-to-date, self-contained introduction to a state-of-the-art machine learning approach, Ensemble Methods: Foundations and Algorithms shows how these accurate methods are used in real-world tasks. It gives you the necessary groundwork to carry out further research in this evolving field.

After presenting background and terminology, the book covers the main algorithms and theories, including Boosting, Bagging,...

• Format: Hardcover
• Language: English
• ISBN: 1439830037
• ISBN13: 9781439830031
• Release Date: June 2012
• Publisher: CRC Press
• Length: 236 Pages
• Weight: 1.10 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"