[Download] Ensemble Methods: Foundations and Algorithms (Chapman & Hall/CRC Data Mining and Knowledge Discovery Serie)
• Zhi-Hua Zhou •
| #182647 in Books | Chapman and Hall/CRC | 2012-06-06 | Original language:English | PDF # 1 | 9.21 x.56 x6.14l,1.05 | File Name: 1439830037 | 236 pages |
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, Random Forest, averagin...
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