Data mining practical machine learning tools and techniques /
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| Main Author: | |
|---|---|
| Corporate Author: | |
| Other Authors: | , |
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Amsterdam :
Elsevier/Morgan Kaufmann,
2011.
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| Edition: | 3rd ed. |
| Subjects: | |
| Online Access: | An electronic book accessible through the World Wide Web; click to view |
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| 010 | |z 2010039827 | ||
| 020 | |z 9780123748560 (pbk.) | ||
| 020 | |z 0123748569 (pbk.) | ||
| 020 | |z 9780080890364 (e-book) | ||
| 035 | |a (CaPaEBR)ebr10525052 | ||
| 035 | |a (OCoLC)706802868 | ||
| 040 | |a CaPaEBR |c CaPaEBR | ||
| 050 | 1 | 4 | |a QA76.9.D343 |b W58 2011eb |
| 082 | 0 | 4 | |a 006.3/12 |2 22 |
| 100 | 1 | |a Witten, I. H. |q (Ian H.) | |
| 245 | 1 | 0 | |a Data mining |h [electronic resource] : |b practical machine learning tools and techniques / |c Ian H. Witten, Eibe Frank, Mark A. Hall. |
| 250 | |a 3rd ed. | ||
| 260 | |a Amsterdam : |b Elsevier/Morgan Kaufmann, |c 2011. | ||
| 300 | |a xxxiii, 629 p. : |b ill. | ||
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a Part I. Machine learning tools and techniques: 1. What's it 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. | |
| 533 | |a Electronic reproduction. |b Palo Alto, Calif. : |c ebrary, |d 2012. |n Available via World Wide Web. |n Access may be limited to ebrary affiliated libraries. | ||
| 650 | 0 | |a Data mining. | |
| 655 | 7 | |a Electronic books. |2 local | |
| 700 | 1 | |a Frank, Eibe. | |
| 700 | 1 | |a Hall, Mark A. | |
| 710 | 2 | |a ebrary, Inc. | |
| 856 | 4 | 0 | |u http://site.ebrary.com/lib/daystar/Doc?id=10525052 |z An electronic book accessible through the World Wide Web; click to view |
| 908 | |a 170314 | ||
| 942 | 0 | 0 | |c EB |
| 999 | |c 133905 |d 133905 | ||