Data mining : (Record no. 1333)

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
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Current library Shelving location Date acquired Source of acquisition Inventory number Total Checkouts Full call number Barcode Date last seen Copy number Price effective from Koha item type
    Library of Congress Classification     Non-fiction GSU Library Epoch GSU Library Epoch General Stacks 28/09/2022 BAI 03835   QA76.9WIT 50000005011 28/09/2022 1 28/09/2022 Books
    Library of Congress Classification     Non-fiction GSU Library Epoch GSU Library Epoch General Stacks 28/09/2022 BAI 03836   QA76.9WIT 50000005012 28/09/2022 2 28/09/2022 Books