MARC details
| 000 -LEADER |
|---|
| fixed length control field |
01728nam a2200301 a 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
vtls000056575 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
KUKTEM |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20251125093043.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
111205t2011 maua f 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9780123748560 (pbk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
0123748569 (pbk.) |
| 039 #9 - LEVEL OF BIBLIOGRAPHIC CONTROL AND CODING DETAIL [OBSOLETE] |
|---|
| Level of rules in bibliographic description |
201204021030 |
| Level of effort used to assign nonsubject heading access points |
asmadi |
| -- |
201112051102 |
| -- |
sri |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
UMP |
| 090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN) |
|---|
| Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) |
QA76.9.D343 W58 2011 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Witten, Ian H. |
| 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. |
|---|
| Place of publication, distribution, etc. |
Burlington, MA. : |
| Name of publisher, distributor, etc. |
Morgan Kaufmann, |
| Date of publication, distribution, etc. |
2011 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xxxiii, 629 p. : |
| Other physical details |
ill. ; |
| Dimensions |
24 cm. |
| 490 0# - SERIES STATEMENT |
|---|
| Series statement |
Morgan Kaufmann series in data management systems |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
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 entry element |
Data mining |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Frank, Eibe |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Hall, Mark A. |
| 942 00 - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha issues (borrowed), all copies |
1 |