NUST Institutions Library Catalogue

Machine learning :the art and science of algorithms that make sense of data (Record no. 13201)

000 -LEADER
fixed length control field 01978cam a22003617a 4500
001 - CONTROL NUMBER
control field 17609682
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20170105102416.0
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
015 ## - NATIONAL BIBLIOGRAPHY NUMBER
National bibliography number GBB254843
Source bnb
016 7# - NATIONAL BIBLIOGRAPHIC AGENCY CONTROL NUMBER
Record control number 016098961
Source Uk
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781107096394 (hbk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 1107096391 (hbk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781107422223 (pbk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 1107422221 (pbk.)
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
-- DLC
042 ## - AUTHENTICATION CODE
Authentication code lccopycat
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number Q325.5
Item number .F53 2012
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.31
Edition number 23
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Flach, Peter A.
245 10 - TITLE STATEMENT
Title Machine learning :the art and science of algorithms that make sense of data
Remainder of title the art and science of algorithms that make sense of data /
Statement of responsibility, etc. Peter Flach.
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Cambridge ;
-- New York :
Name of publisher, distributor, etc. Cambridge University Press,
Date of publication, distribution, etc. 2012.
300 ## - PHYSICAL DESCRIPTION
Extent xvii, 396 p. :
Other physical details col. ill. ;
Dimensions 25 cm.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes bibliographical references (p. 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 3# - 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.
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Apprentissage automatique
General subdivision Manuels scolaires.
Source of heading or term ram
906 ## - LOCAL DATA ELEMENT F, LDF (RLIN)
a 7
b cbc
c copycat
d 2
e ncip
f 20
g y-gencatlg
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Koha item type Book
Holdings
Withdrawn status Lost status Damaged status Not for loan Collection code Permanent Location Current Location Shelving location Date acquired Source of acquisition Cost, normal purchase price Total Checkouts Total Renewals Full call number Barcode Checked out Date last seen Date last checked out Price effective from Koha item type
          Central Library (CL) Central Library (CL) First Floor - Artificial Intelligence/Data Mining 05/25/2015 Allied Book Company 5889.10 5 2 006.31 FLA SEECS013322 07/08/2021 03/10/2021 03/10/2021 05/23/2015 Book
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