Data mining : (Record no. 6385)
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000 -LEADER | |
---|---|
fixed length control field | 01995cam a22003494a 4500 |
001 - CONTROL NUMBER | |
control field | 16490354 |
003 - CONTROL NUMBER IDENTIFIER | |
control field | APU |
005 - DATE AND TIME OF LATEST TRANSACTION | |
control field | 20151223051503.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
fixed length control field | 101005s2011 maua b 001 0 eng |
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER | |
LC control number | 2010039827 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 9780123748560 (pbk.) |
035 ## - SYSTEM CONTROL NUMBER | |
System control number | (OCoLC)ocn262433473 |
040 ## - CATALOGING SOURCE | |
Original cataloging agency | DLC |
Transcribing agency | APU |
Modifying agency | BAHAR |
-- | SM |
Language of cataloging | eng |
042 ## - AUTHENTICATION CODE | |
Authentication code | pcc |
050 00 - LIBRARY OF CONGRESS CALL NUMBER | |
Classification number | QA76.9.D343 |
Item number | W58 2011 |
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 006.312 |
Edition number | 22 |
Item number | WIT 2011 |
100 1# - MAIN ENTRY--PERSONAL NAME | |
Personal name | Witten, I. H. |
Fuller form of name | (Ian H.) |
9 (RLIN) | 11705 |
245 10 - TITLE STATEMENT | |
Title | Data mining : |
Remainder of title | practical machine learning tools and techniques / |
Statement of responsibility, etc | Ian H. Witten, Eibe Frank, Mark A. Hall. |
250 ## - EDITION STATEMENT | |
Edition statement | 3rd ed. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
Place of publication, distribution, etc | Burlington, MA : |
Name of publisher, distributor, etc | Morgan Kaufmann, |
Date of publication, distribution, etc | c2011. |
300 ## - PHYSICAL DESCRIPTION | |
Extent | xxxiii, 629 p. : |
Other physical details | ill. ; |
Dimensions | 24 cm. |
490 1# - SERIES STATEMENT | |
Series statement | [Morgan Kaufmann series in data management systems] |
504 ## - BIBLIOGRAPHY, ETC. NOTE | |
Bibliography, etc | Includes bibliographical references (p. 587-605) and index. |
505 0# - FORMATTED CONTENTS NOTE | |
Formatted contents note | Part I. Machine Learning Tools and Techniques: 1. What's iIt all about?; 2. Input: concepts, instances, and attributes; 3. Output: knowledge representation; 4. Algorithms: the basic methods; 5. Credibility: evaluating what's been learned -- Part II. Advanced Data Mining: 6. Implementations: real machine learning schemes; 7. Data transformation; 8. Ensemble learning; 9. Moving on: applications and beyond -- Part III. The Weka Data MiningWorkbench: 10. Introduction to Weka; 11. The explorer -- 12. The knowledge flow interface; 13. The experimenter; 14 The command-line interface; 15. Embedded machine learning; 16. Writing new learning schemes; 17. Tutorial exercises for the weka explorer. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Data mining. |
9 (RLIN) | 491 |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Personal name | Frank, Eibe. |
9 (RLIN) | 11706 |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Personal name | Hall, Mark A. |
9 (RLIN) | 11786 |
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
Uniform title | Morgan Kaufmann series in data management systems. |
9 (RLIN) | 10912 |
906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) | |
a | 7 |
b | cbc |
c | orignew |
d | 1 |
e | ecip |
f | 20 |
g | y-gencatlg |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Source of classification or shelving scheme | |
Koha item type | Book |
Koha issues (borrowed), all copies | 6 |
Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Use restrictions | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Invoice number | Cost, normal purchase price | Total Checkouts | Total Renewals | Full call number | Barcode | Date last seen | Date checked out | Copy number | Cost, replacement price | Price effective from | Koha item type |
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Not Withdrawn | Available | Not Damaged | No use restrictions | Available for loan | Book | APU Library | APU Library | Open Shelf | 10/07/2013 | EMO | A113823 | A113823 | 190.82 | 22 | 18 | QA76.9.D343 W58 2011 c.1 | 00007612 | 24/02/2020 | 21/02/2020 | 1 | 190.82 | 10/07/2013 | General Circulation |