MARC details
000 -LEADER |
fixed length control field |
01994cam a22003371a 4500 |
003 - CONTROL NUMBER IDENTIFIER |
control field |
OCoLC |
005 - DATE AND TIME OF LATEST TRANSACTION |
control field |
20220928164128.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
fixed length control field |
101005t20112011maua b 001 0 eng |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9780123748560 |
Qualifying information |
(pbk.) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
0123748569 |
Qualifying information |
(pbk.) |
035 ## - SYSTEM CONTROL NUMBER |
System control number |
(OCoLC)262433473 |
040 ## - CATALOGING SOURCE |
Language of cataloging |
eng |
Transcribing agency |
UFH |
Modifying agency |
GSU |
Description conventions |
rda |
050 00 - LIBRARY OF CONGRESS CALL NUMBER |
Classification number |
QA76.9. |
Item number |
WIT |
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.) |
Authority record control number or standard number |
http://id.loc.gov/authorities/names/n80102097. |
Relator term |
author. |
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 |
Third edition / |
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
Place of production, publication, distribution, manufacture |
Amsterdam, Netherlands : |
Name of producer, publisher, distributor, manufacturer |
Elsevier/Morgan Kaufmann, |
Date of production, publication, distribution, manufacture, or copyright notice |
[2011] |
264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
Date of production, publication, distribution, manufacture, or copyright notice |
©2011. |
300 ## - PHYSICAL DESCRIPTION |
Extent |
xxxiii, 629 pages : |
Other physical details |
illustrations ; |
Dimensions |
24 cm. |
336 ## - CONTENT TYPE |
Content type term |
text |
Content type code |
txt |
Source |
rdacontent. |
337 ## - MEDIA TYPE |
Media type term |
unmediated |
Media type code |
n |
Source |
rdamedia. |
338 ## - CARRIER TYPE |
Carrier type term |
volume |
Carrier type code |
nc |
Source |
rdacarrier. |
504 ## - BIBLIOGRAPHY, ETC. NOTE |
Bibliography, etc. note |
Includes bibliographical references (pages 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. |
Authority record control number or standard number |
http://id.loc.gov/authorities/subjects/sh97002073. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Frank, Eibe. |
Authority record control number or standard number |
http://id.loc.gov/authorities/names/n99831139. |
Relator term |
author. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Hall, Mark A. |
Fuller form of name |
(Mark Andrew) |
Authority record control number or standard number |
http://id.loc.gov/authorities/names/no2011034315. |
Relator term |
author. |
942 ## - ADDED ENTRY ELEMENTS (KOHA) |
Source of classification or shelving scheme |
Library of Congress Classification |
Koha item type |
Books |
Suppress in OPAC |
No |