Data mining : (Record no. 3116)
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000 -LEADER | |
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fixed length control field | 01581cam a22002894a 4500 |
001 - CONTROL NUMBER | |
control field | 16490354 |
003 - CONTROL NUMBER IDENTIFIER | |
control field | OSt |
005 - DATE AND TIME OF LATEST TRANSACTION | |
control field | 20140227121553.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
fixed length control field | 101005s20132011ii a g 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.) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 9789380501864 (pbk.) |
040 ## - CATALOGING SOURCE | |
Transcribing agency | NCL |
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 006.3 |
Item number | WIT-D 2013 4451 |
100 1# - MAIN ENTRY--PERSONAL NAME | |
Personal name | Witten, I. H. |
Fuller form of name | (Ian H.) |
245 1# - TITLE STATEMENT | |
Title | Data mining : |
Remainder of title | practical machine learning tools and techniques / |
Statement of responsibility, etc. | by 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. | New Delhi : |
Name of publisher, distributor, etc. | Elsevier, |
Date of publication, distribution, etc. | 2013. |
300 ## - PHYSICAL DESCRIPTION | |
Extent | v, 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. |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Personal name | Frank, Eibe. |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Personal name | Hall, Mark A. |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Source of classification or shelving scheme | |
Koha item type | Books |
Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Inventory number | Total Checkouts | Total Renewals | Full call number | Barcode | Date last seen | Date checked out | Price effective from | Koha item type |
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Namal Library | Namal Library | Computer Science | 01/30/2014 | Allied Book Company | 974.00 | Bill no. 1538 | 3 | 2 | 006.3 WIT-D 2013 4451 | 0004451 | 09/07/2018 | 08/06/2016 | 01/30/2014 | Books |