Data mining : (Record no. 50276)

MARC details
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fixed length control field 04176nam a2200757 i 4500
001 - CONTROL NUMBER
control field 699473
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20230421143524.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
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008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 161219t20172017ne a fsb 001|0|eng|d
010 ## -
-- 2016948470
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780128043578 (ebook)
035 ## - SYSTEM CONTROL NUMBER
System control number (StDuBDS)AH28809629
040 ## - CATALOGING SOURCE
Original cataloging agency StDuBDS
Language of cataloging eng
Transcribing agency StDuBDS
Modifying agency StDuBDSZ
Description conventions rda
Modifying agency UkPrAHLS
-- UkLoUWL
050 #0 -
-- QA76.9.D343
-- W58 2017
072 #7 - SUBJECT CATEGORY CODE
Subject category code COM
Source ukslc
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Subject category code UG
Source bicssc
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Subject category code UNF
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Subject category code UYQM
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Subject category code GLC
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Subject category code UB
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Subject category code UN
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Subject category code UG
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Subject category code UNF
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Subject category code UYQM
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Subject category code GLC
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072 #7 - SUBJECT CATEGORY CODE
Subject category code UB
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Subject category code UN
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Subject category code UFL
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Subject category code UNC
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Subject category code UYQ
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072 #7 - SUBJECT CATEGORY CODE
Subject category code KJ
Source thema
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.
250 ## - EDITION STATEMENT
Edition statement 4th edition.
Remainder of edition statement Ian H. Witten, Eibe Frank, Mark A. Hall, Christopher J. Pal.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Amsterdam :
Name of producer, publisher, distributor, manufacturer Morgan Kaufmann,
Date of production, publication, distribution, manufacture, or copyright notice [2017]
264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Date of production, publication, distribution, manufacture, or copyright notice ℗♭2017
300 ## - PHYSICAL DESCRIPTION
Extent xxxii, 621 pages :
Other physical details illustrations (black and white)
336 ## - CONTENT TYPE
Content type term text
Source rdacontent
336 ## - CONTENT TYPE
Content type term still image
Source rdacontent
337 ## - MEDIA TYPE
Media type term computer
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term online resource
Source rdacarrier
366 ## - TRADE AVAILABILITY INFORMATION
Detailed date of publication 20161220
500 ## - GENERAL NOTE
General note Previous edition: 2011.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes bibliographical references and index.
520 8# - SUMMARY, ETC.
Summary, etc. This work offers a grounding in machine learning concepts combined with practical advice on applying machine learning tools and techniques in real-world data mining situations.
Expansion of summary note Data Mining: Practical Machine Learning Tools and Techniques, Fourth Edition, offers a thorough grounding in machine learning concepts, along with practical advice on applying these tools and techniques in real-world data mining situations. This highly anticipated fourth edition of the most acclaimed work on data mining and machine learning teaches readers everything they need to know to get going, from preparing inputs, interpreting outputs, evaluating results, to the algorithmic methods at the heart of successful data mining approaches. Extensive updates reflect the technical changes and modernizations that have taken place in the field since the last edition, including substantial new chapters on probabilistic methods and on deep learning. Accompanying the book is a new version of the popular WEKA machine learning software from the University of Waikato. Authors Witten, Frank, Hall, and Pal include today's techniques coupled with the methods at the leading edge of contemporary research. Please visit the book companion website. It contains Powerpoint slides for Chapters 1-12. This is a very comprehensive teaching resource, with many PPT slides covering each chapter of the book Online Appendix on the Weka workbench; again a very comprehensive learning aid for the open source software that goes with the book Table of contents, highlighting the many new sections in the 4th edition, along with reviews of the 1st edition, errata, etc.
530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE
Additional physical form available note Also available in printed form ISBN 9780128042915
533 ## - REPRODUCTION NOTE
Type of reproduction Electronic reproduction.
Agency responsible for reproduction Askews and Holts.
Note about reproduction Mode of access: World Wide Web.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Data mining.
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Computers and IT.
Source of heading or term ukslc
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Graphical & digital media applications
Source of heading or term thema
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Data mining
Source of heading or term thema
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Machine learning
Source of heading or term thema
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Library, archive & information management
Source of heading or term thema
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Information technology: general issues
Source of heading or term thema
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Databases
Source of heading or term thema
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Enterprise software
Source of heading or term thema
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Data capture & analysis
Source of heading or term thema
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Artificial intelligence
Source of heading or term thema
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Business & Management
Source of heading or term thema
655 #7 - INDEX TERM--GENRE/FORM
Source of term lcsh
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Frank, Eibe,
Relator term author.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Hall, Mark A.
Fuller form of name (Mark Andrew),
Relator term author.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Pal, Christopher J.,
Relator term author.
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="http://www.vlebooks.com/vleweb/product/openreader?id=WestLondon&isbn=9780128043578">http://www.vlebooks.com/vleweb/product/openreader?id=WestLondon&isbn=9780128043578</a>
Public note click to view unlimited access
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Suppress in OPAC Do not suppress from OPAC
Source of classification or shelving scheme Dewey Decimal Classification
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Date acquired Total Checkouts Date last seen Price effective from Koha item type
    Other/Generic Classification Scheme     Electronic publication Electronic publication 11/12/2018   23/04/2021 19/07/2021 E-book