Data mining : (Record no. 16040)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01233cam a22002054a 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9780123748560 (pbk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 0123748569 (pbk.) |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | MED QA76.9.D343 |
| Item number | W58 |
| 100 1# - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Witten, I. H. |
| 245 10 - TITLE STATEMENT | |
| Title | Data mining : |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 3rd ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Burlington, MA : |
| Name of publisher | Morgan Kaufmann, |
| Year of publication | 2011. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xxxiii, 629 p. : |
| Other physical details | ill. ; |
| 490 1# - SERIES STATEMENT | |
| Series statement | [Morgan Kaufmann series in data management systems] |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 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. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Data mining. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Frank, Eibe. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Hall, Mark A. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Not for loan | Home library | Current library | Shelving location | Date entered | Source of acquisition | Cost, normal purchase price | Full call number | Bar code | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Directorate of Library Services | Directorate of Library Services | General Collection | 09/10/2021 | BOOK AID | 78500.00 | MED QA76.9.D343.W58 | 000000106560 | Books |
