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| Material Type: | Internet resource |
|---|---|
| Document Type: | Book, Internet Resource |
| All Authors / Contributors: |
I H Witten; Eibe Frank |
| ISBN: | 0120884070 9780120884070 |
| OCLC Number: | 58451668 |
| Description: | xxxi, 525 p. : ill. ; 24 cm. |
| Contents: | Pt. I. Machine learning tools and techniques. What's it all about? -- Input : concepts, instances, and attributes -- Output : knowledge representation -- Algorithms : the basic methods -- Credibility : evaluating what's been learned -- Implementations : real machine learning schemes -- Transformations : engineering the input and output -- Moving on : extensions and applications -- Pt. II. The Weka machine learning workbench. Introduction to Weka -- The Explorer -- The Knowledge Flow interface -- The Experimenter -- The command-line interface -- Embedded machine learning -- Writing new learning schemes. |
| Series Title: | Morgan Kaufmann series in data management systems. |
| Responsibility: | Ian H. Witten, Eibe Frank. |
| More information: |
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