| 000 -LEADER |
|---|
| fixed length control field |
01819cam a22003494a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20150623165357.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
131022s2011 maua b 001 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
0123748569 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9780123748560 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
DLC |
| Language of cataloging |
eng |
| Transcribing agency |
DLC |
| Modifying agency |
YDX |
| -- |
BTCTA |
| -- |
YDXCP |
| -- |
BWX |
| -- |
DEBSZ |
| -- |
CDX |
| -- |
IUL |
| -- |
DLC |
| 042 ## - AUTHENTICATION CODE |
|---|
| Authentication code |
pcc |
| 060 ## - NATIONAL LIBRARY OF MEDICINE CALL NUMBER |
|---|
| Classification number |
006.3'12 |
| Item number |
W D |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.3'12 |
| Edition number |
22 |
| 084 ## - OTHER CLASSIFICATION NUMBER |
|---|
| Classification number |
006.3'12 |
| Item number |
W D |
| 001 - CONTROL NUMBER |
|---|
| control field |
0000115973 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
0000 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Witten, I. H. |
| Fuller form of name |
(Ian H.) |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Data mining |
| Medium |
[[Book] :] |
| 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# - SERIES STATEMENT |
|---|
| Series statement |
[Morgan Kaufmann series in data management systems] |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references (p. 587-605) and index. |
| 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 or geographic name as entry element |
Data mining. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Hall, Mark A. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Frank, Eibe. |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Morgan Kaufmann series in data management systems. |
| 990 10 - EQUIVALENCES OR CROSS-REFERENCES [LOCAL, CANADA] |
|---|
| Link information for 9XX fields |
90001a |
| Link information for field corresponding to 9XX field |
10001aq |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
Books |
