Data mining (Record no. 51190)

MARC details
000 -LEADER
fixed length control field 01156nam a22002297a 4500
003 - CONTROL NUMBER IDENTIFIER
control field ISURa
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 181218b xxu||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780128042915
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title English Language
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.312
Item number WIT
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Witten, Ian H.
9 (RLIN) 68413
245 ## - TITLE STATEMENT
Title Data mining
Remainder of title practical machine learning tools and techniques
250 ## - EDITION STATEMENT
Edition statement 4th ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Cambridge,
Name of publisher, distributor, etc MA : Morgan Kaufmann
Date of publication, distribution, etc 2017
300 ## - PHYSICAL DESCRIPTION
Extent xxxii, 621 p.
Other physical details some Colour
Dimensions 23 cm.
500 ## - GENERAL NOTE
General note Part I: Introduction to data mining 1. What's it all about? 2. Input: Concepts, instances, attributes 3. Output: Knowledge representation 4. Algorithms: The basic methods 5. Credibility: Evaluating what's been learned Part II. More advanced machine learning schemes 6. Trees and rules 7. Extending instance-based and linear models 8. Data transformations 9. Probabilistic methods 10. Deep learning 11. Beyond supervised and unsupervised learning 12. Ensemble learning 13. Moving on: applications and beyond
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data mining.
9 (RLIN) 29634
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Frank, Eibe
9 (RLIN) 68414
Personal name Hall, Mark A.
9 (RLIN) 68415
Personal name Pal, Christopher J.
9 (RLIN) 68416
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Lending Books
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Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Current library Shelving location Date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 Cost, normal purchase price Total Checkouts Full call number Barcode Date last seen Date checked out Cost, replacement price Price effective from Koha item type Public note
    Dewey Decimal Classification     Lending Collection Applied Sciences Library Applied Sciences Library Lending Section 17/12/2018 14317.20 2 006.312 WIT 112864 03/07/2019 19/06/2019 79.54 18/12/2018 Lending Books $ 79.54
    Dewey Decimal Classification     Lending Collection Applied Sciences Library Applied Sciences Library Lending Section 17/12/2018 14317.20   006.312 WIT 112865 18/12/2018   79.54 18/12/2018 Lending Books $ 79.54
    Dewey Decimal Classification     Lending Collection Applied Sciences Library Applied Sciences Library Lending Section 17/12/2018 14317.20   006.312 WIT 112866 18/12/2018   79.54 18/12/2018 Lending Books $ 79.54
    Dewey Decimal Classification     Lending Collection Applied Sciences Library Applied Sciences Library Lending Section 17/12/2018 14317.20   006.312 WIT 112867 18/12/2018   79.54 18/12/2018 Lending Books $ 79.54
    Dewey Decimal Classification     Reference Collection Applied Sciences Library Applied Sciences Library Reference Section 17/12/2018 14317.20   006.312 WIT 112868 18/12/2018   79.54 18/12/2018 Sheduled Reference $ 79.54
    Dewey Decimal Classification     Lending Collection Applied Sciences Library Applied Sciences Library Lending Section 20/06/2019 13125.00 1 006.312 WIT 112995 19/02/2021 18/08/2020   21/06/2019 Lending Books  
    Dewey Decimal Classification     Lending Collection Applied Sciences Library Applied Sciences Library Lending Section 20/06/2019 13125.00   006.312 WIT 112996 21/06/2019     21/06/2019 Lending Books