Data mining [[Book] :]practical machine learning tools and techniques / Ian H. Witten, Eibe Frank, Mark A. Hall.
Von: Witten, I. H. (Ian H.).
Mitwirkende(r): Hall, Mark A | Frank, Eibe.
Materialtyp:
BuchReihen: Morgan Kaufmann series in data management systems: Verlag: Burlington, MA : Morgan Kaufmann, c2011Auflage: 3rd ed.Beschreibung: xxxiii, 629 p. : ill. ; 24 cm.ISBN: 0123748569; 9780123748560.Schlagwörter: Data miningDDC-Klassifikation: 006.3'12 | Medientyp | Aktueller Standort | Signatur | Exemplarnr. | Status | Fälligkeitsdatum |
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Books
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6october 1105 | 006.3'12 W D (Regal durchstöbern) | 1 | Verfügbar |
Includes bibliographical references (p. 587-605) and index.
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.
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