Data mining : (Record no. 8244)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 02024cam a22003494a 4500 |
| 001 - CONTROL NUMBER | |
| control field | 16490354 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20230319005621.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 101005s2011 maua b 001 0 eng |
| 010 ## - | |
| -- | 2010039827 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780123748560 (pbk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 0123748569 (pbk.) |
| 035 ## - | |
| -- | (OCoLC)ocn262433473 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | DLC |
| Transcribing agency | DLC |
| Modifying agency | YDX |
| -- | BTCTA |
| -- | YDXCP |
| -- | BWX |
| -- | DEBSZ |
| -- | CDX |
| -- | IUL |
| -- | DLC |
| 042 ## - | |
| -- | pcc |
| 050 00 - | |
| -- | QA76.9.D343 |
| -- | W58 2011 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.3/12 |
| Edition number | 22 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Witten, I. H. |
| Fuller form of name | (Ian H.) |
| 9 (RLIN) | 613 |
| 245 10 - TITLE STATEMENT | |
| Title | Data mining : |
| Remainder of 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, distribution, etc | Burlington, MA : |
| Name of publisher, distributor, etc | Morgan Kaufmann, |
| Date of publication, distribution, etc | c2011. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxxiii, 629 p. : |
| Other physical details | ill. ; |
| Dimensions | 24 cm. |
| 490 1# - | |
| -- | [Morgan Kaufmann series in data management systems] |
| 504 ## - | |
| -- | Includes bibliographical references (p. 587-605) and index. |
| 505 0# - | |
| -- | 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 - | |
| -- | Data mining. |
| -- | 548 |
| 700 1# - | |
| -- | Frank, Eibe. |
| -- | 614 |
| 700 1# - | |
| -- | Hall, Mark A. |
| -- | 615 |
| 830 #0 - | |
| -- | Morgan Kaufmann series in data management systems. |
| -- | 616 |
| 906 ## - | |
| -- | 7 |
| -- | cbc |
| -- | orignew |
| -- | 1 |
| -- | ecip |
| -- | 20 |
| -- | y-gencatlg |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | |
| Item type | Book |
| 955 ## - | |
| -- | xh00 2010-10-05 |
| -- | xh07 2010-10-05 ONIX awaiting for author/edition info. |
| -- | xh07 2010-10-08 to Dewey |
| -- | xe14 2011-04-20 2 copies rec'd., to CIP ver. |
No items available.