Data mining : (Record no. 7046)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01336cam a22002054a 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9780123748560 |
| Terms of availability | TZS 166250/= |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | MUL |
| Language of cataloging | eng |
| Description conventions | AACR |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.312 WIT |
| 100 1# - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Witten, I. H. |
| 245 10 - TITLE STATEMENT | |
| Title | Data mining : |
| Sub Title | practical machine learning tools and techniques / |
| Statement of responsibility, etc | Ian H. Witten, Eibe Frank, Mark A. Hall. |
| 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 | c2011. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xxxiii, 629 p. : |
| Other physical details | ill. ; |
| Dimensions | 24 cm. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references (p. 587-605) and index. |
| 505 0# - Formatted Contents | |
| 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 | |
| Item type | Book |
| Withdrawn status | Lost status | Damaged status | Not for loan | Permanent Location | Current Location | Date acquired | Source of acquisition | Full call number | Accession Number | Copy number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Mzumbe University Main Campus Library | Mzumbe University Main Campus Library | 03/03/2015 | FST(MU) | 006.312 WIT | 0079433 | 1 | 12/12/2022 | Book |