Data mining : (Record no. 16040)

MARC details
000 -LEADER
fixed length control field 01233cam a22002054a 4500
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9780123748560 (pbk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 0123748569 (pbk.)
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number MED QA76.9.D343
Item number W58
100 1# - MAIN ENTRY--AUTHOR NAME
Personal name Witten, I. H.
245 10 - TITLE STATEMENT
Title Data mining :
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 2011.
300 ## - PHYSICAL DESCRIPTION
Number of Pages xxxiii, 629 p. :
Other physical details ill. ;
490 1# - SERIES STATEMENT
Series statement [Morgan Kaufmann series in data management systems]
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 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 (KOHA)
Koha item type Books
Holdings
Withdrawn status Lost status Not for loan Home library Current library Shelving location Date entered Source of acquisition Cost, normal purchase price Full call number Bar code Koha item type
      Directorate of Library Services Directorate of Library Services General Collection 09/10/2021 BOOK AID 78500.00 MED QA76.9.D343.W58 000000106560 Books