MARC状态:审校 文献类型:西文图书 浏览次数:76
- 题名/责任者:
- Data mining : practical machine learning tools and techniques = 数据挖掘 : 实用机器学习工具与技术 / Ian H. Witten, Eibe Frank, Mark A. Hall著.
- 版本说明:
- 3rd ed.
- 出版发行项:
- Beijing : China Machine Press, 2012.
- ISBN:
- 9787111374176 :
- 载体形态项:
- xxiv, 629 p. : ill. ; 24 cm.
- 变异题名:
- 数据挖掘 : 实用机器学习工具与技术
- 丛编说明:
- 经典原版书库
- 个人责任者:
- Witten, I. H. (Ian H.)
- 附加个人名称:
- Frank, Eibe.
- 附加个人名称:
- Hall, Mark A.
- 论题主题:
- Data mining.
- 中图法分类号:
- TP311.13
- 书目附注:
- Includes bibliographical references (p. 587-605) and index.
- 内容附注:
- Part I. Machine Learning Tools and Techniques: 1. What's iIt all about?; 2. Input: concepts, instances, and attributes; 3. Output: knowledge representation; 4. Algorithms: the basic methods; 5. Credibility: evaluating what's been learned -- Part II. Advanced Data Mining: 6. Implementations: real machine learning schemes; 7. Data transformation; 8. Ensemble learning; 9. Moving on: applications and beyond -- Part III. The Weka Data MiningWorkbench: 10. Introduction to Weka; 11. The explorer -- 12. The knowledge flow interface; 13. The experimenter; 14 The command-line interface; 15. Embedded machine learning; 16. Writing new learning schemes; 17. Tutorial exercises for the weka explorer.
- 原版附注:
- Reprint. Originally published: Burlington, MA : Morgan Kaufmann,c2011, 3th. 9780123748560.
- 随书光盘:
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索书号 | 条码号 | 年卷期 | 馆藏地 | 书刊状态 |
TP311.13/WIH/(3) | W0088630 | 西区4层 | 可借 | |
TP311.13/WIH/(3) | W0088631 | 西区4层 | 可借 |
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