Machine learning : (Record no. 240)

MARC details
000 -LEADER
fixed length control field 01815cam a2200337 i 4500
001 - CONTROL NUMBER
control field 17609682
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20230618091724.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 130131s2012 enka b 001 0 eng d
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2012289353
016 7# - NATIONAL BIBLIOGRAPHIC AGENCY CONTROL NUMBER
Record control number 016098961
Source Uk
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781107422223
Qualifying information paperback
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 1107422221
Qualifying information paperback
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)ocn795181906
040 ## - CATALOGING SOURCE
Original cataloging agency UKMGB
Language of cataloging eng
Transcribing agency UKMGB
Modifying agency BTCTA
-- OCLCO
-- BDX
-- YDXCP
-- CDX
-- ZWZ
-- EYM
-- TEF
-- JHE
-- MUU
-- EG-CaTKH
Description conventions rda
042 ## - AUTHENTICATION CODE
Authentication code lccopycat
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number Q325.5
Item number .F53 2012
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.31 FA.M 2012
Edition number 23
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Flach, Peter A.,
Relator term author.
245 10 - TITLE STATEMENT
Title Machine learning :
Remainder of title the art and science of algorithms that make sense of data /
Statement of responsibility, etc. Peter Flach.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Cambridge :
Name of producer, publisher, distributor, manufacturer Cambridge University Press,
Date of production, publication, distribution, manufacture, or copyright notice 2012.
300 ## - PHYSICAL DESCRIPTION
Extent xvii, 396 pages :
Other physical details color illustrations ;
Dimensions 25 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 367-381) and index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note 1. The ingredients of machine learning -- 2. Binary classification and related tasks -- 3. Beyond binary classification -- 4. Concept learning -- 5. Tree models -- 6. Rule models -- 7. Linear models -- 8. Distance-based models -- 9. Probabilistic models -- 10. Features -- 11. Model ensembles -- 12. Machine learning experiments -- Epilogue: where to go from here.
520 ## - SUMMARY, ETC.
Summary, etc. 'Machine Learning' brings together all the state-of-the-art methods for making sense of data. With hundreds of worked examples and explanatory figures, it explains the principles behind these methods in an intuitive yet precise manner and will appeal to novice and experienced readers alike.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Machine learning
Form subdivision Textbooks.
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Books
998 ## - LOCAL CONTROL INFORMATION (RLIN)
Cataloger's name mona.romia
Cataloging process P
First Date, FD (RLIN) 20230618
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Current library Date acquired Total Checkouts Full call number Barcode Date last seen Date last checked out Price effective from Koha item type
    Dewey Decimal Classification     Computing The Knowledge Hub Library The Knowledge Hub Library 08/12/2020 1 006.31 FA.M 2012 190266 11/10/2021 03/02/2021 08/12/2020 Books