Data mining : (Record no. 28281)

MARC details
000 -LEADER
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001 - CONTROL NUMBER
control field 13887772
003 - CONTROL NUMBER IDENTIFIER
control field EG-ScBUE
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20200308125526.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 050303r20062005caua f b 001 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 0120884070
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9788131200506
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 8131200507
040 ## - CATALOGING SOURCE
Original cataloging agency DLC
Language of cataloging eng
Description conventions rda
Transcribing agency DLC
Modifying agency DLC
-- EG-ScBUE
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.312
Item number WIT
Edition number 22
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Witten, I. H.
Fuller form of name (Ian H.)
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, Department of Computer Science, University of Waikato, Eibe Frank, Department of Computer Science, University of Waikato.
250 ## - EDITION STATEMENT
Edition statement Second edition.
250 ## - EDITION STATEMENT
Edition statement Reprinted edition.
264 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc San Francisco, CA :
Name of publisher, distributor, etc Morgan Kaufman Publishers,
Date of publication, distribution, etc 2006.
300 ## - PHYSICAL DESCRIPTION
Extent xxxi, 525 pages :
Other physical details illustrations ;
Dimensions 24 cm.
336 ## - CONTENT TYPE
Source rdacontent
Content type term text
Content type code txt
337 ## - MEDIA TYPE
Source rdamedia
Media type term unmediated
Media type code n
338 ## - CARRIER TYPE
Source rdacarrier
Carrier type term volume
Carrier type code nc
490 0# - SERIES STATEMENT
Series statement Morgan Kaufmann series in data management systems
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and index.
520 ## - SUMMARY, ETC.
Summary, etc As with any burgeoning technology that enjoys commercial attention, the use of data mining is surrounded by a great deal of hype. Exaggerated reports tell of secrets that can be uncovered by setting algorithms loose on oceans of data. But there is no magic in machine learning, no hidden power, no alchemy. Instead there is an identifiable body of practical techniques that can extract useful information from raw data. This book describes these techniques and shows how they work. The book is a major revision of the first edition that appeared in 1999. While the basic core remains the same, it has been updated to reflect the changes that have taken place over five years, and now has nearly double the references. The highlights for the new edition include thirty new technique sections; an enhanced Weka machine learning workbench, which now features an interactive interface; comprehensiv inforation on neural networks; a new section on Bayesian networks; plus much more. Offering a thorough grounding in machine learning concepts as well as practical advice on applying the tools and techniques, inside you'll find: Algorithmic methods at the heart of successful data mining -- including tried and true techniques as well as leading edge methods; Performance improvement techniques that work by transforming the input or output; Downloadable Weka, a collection of machine learning algorithms for data mining tasks, including tools for data pre-processing, classification, regression, clustering, association rules, and visualization
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data mining.
Source of heading or term BUEsh
653 ## - INDEX TERM--UNCONTROLLED
Resource For college Informatics and Computer Science
Arrived date list March2020
655 ## - INDEX TERM--GENRE/FORM
Form subdivision Reading book
9 (RLIN) 34232
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Frank, Eibe,
Relator term author.
856 42 - ELECTRONIC LOCATION AND ACCESS
Materials specified Publisher description
Uniform Resource Identifier <a href="http://www.loc.gov/catdir/enhancements/fy0624/2005043385-d.html">http://www.loc.gov/catdir/enhancements/fy0624/2005043385-d.html</a>
856 41 - ELECTRONIC LOCATION AND ACCESS
Materials specified Table of contents only
Uniform Resource Identifier <a href="http://www.loc.gov/catdir/enhancements/fy0624/2005043385-t.html">http://www.loc.gov/catdir/enhancements/fy0624/2005043385-t.html</a>
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942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Book - Borrowing
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 Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type
    Dewey Decimal Classification     Baccah Central Library Central Library Lower Floor 08/03/2020 Purchase   006.312 WIT 000048781 15/07/2025 08/03/2020 Book - Borrowing

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