Machine learning : (Record no. 240)
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000 -LEADER | |
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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 |
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 |
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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 |