Data mining: practical machine learning tools and techniques (Record no. 5198)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01866nam a22002297a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20241223114258.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 241223b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780128042915 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | National Institute of Technology Goa |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.3 |
| Item number | WIT/DAT |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Witten, Ian H |
| 110 ## - MAIN ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | Frank, Eibe |
| 111 ## - MAIN ENTRY--MEETING NAME | |
| Meeting name or jurisdiction name as entry element | Hall, Mark A |
| 245 ## - TITLE STATEMENT | |
| Title | Data mining: practical machine learning tools and techniques |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 4th |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Amsterdam: |
| Name of publisher, distributor, etc. | Elsevier Morgan Kaufmann Publishers, |
| Date of publication, distribution, etc. | 2017 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxxii, 629p.: 11x20x1.5; Paperback |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | About the book: Data Mining: Practical Machine Learning Tools and Techniques, Fourth Edition, offers a thorough grounding in machine learning concepts, along with practical advice on applying these tools and techniques in real-world data mining situations. This highly anticipated fourth edition of the most acclaimed work on data mining and machine learning teaches readers everything they need to know to get going, from preparing inputs, interpreting outputs, evaluating results, to the algorithmic methods at the heart of successful data mining approaches.<br/><br/>Extensive updates reflect the technical changes and modernizations that have taken place in the field since the last edition, including substantial new chapters on probabilistic methods and on deep learning. Accompanying the book is a new version of the popular WEKA machine learning software from the University of Waikato. Authors Witten, Frank, Hall, and Pal include today's techniques coupled with the methods at the leading edge of contemporary research. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Source of heading or term | Computer Science Engineering |
| Topical term or geographic name entry element | Computer Science Engineering; Data mining and machine learning; Clustering; Hyperparameter selection; Bayesian networks; Autoencoders; Web mining; The explorer |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Pal, Christopher J |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Books |
| Suppress in OPAC | No |
| 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 | Total checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type | Public note | Date due | Date last checked out |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Central Library NIT Goa | Central Library NIT Goa | General stacks | 23/12/2024 | Capital Books Pvt. Ltd., Delhi | 006.3 WIT/DAT | 11005 | 23/12/2024 | 23/12/2024 | Reference | Reference Book Rack number 37(B) | |||||||
| Dewey Decimal Classification | Central Library NIT Goa | Central Library NIT Goa | General stacks | 23/12/2024 | Capital Books Pvt. Ltd., Delhi | 006.3 WIT/DAT | 11006 | 23/12/2024 | 23/12/2024 | Books | Book Rack number 6(A) | |||||||
| Dewey Decimal Classification | Central Library NIT Goa | Central Library NIT Goa | General stacks | 23/12/2024 | Capital Books Pvt. Ltd., Delhi | 1 | 006.3 WIT/DAT | 11007 | 04/02/2025 | 23/12/2024 | Books | Book Rack number 6(A) | 03/08/2025 | 04/02/2025 | ||||
| Dewey Decimal Classification | Central Library NIT Goa | Central Library NIT Goa | General stacks | 23/12/2024 | Capital Books Pvt. Ltd., Delhi | 006.3 WIT/DAT | 11008 | 23/12/2024 | 23/12/2024 | Books | Book Rack number 6(A) | |||||||
| Dewey Decimal Classification | Central Library NIT Goa | Central Library NIT Goa | General stacks | 23/12/2024 | Capital Books Pvt. Ltd., Delhi | 1 | 006.3 WIT/DAT | 11009 | 31/12/2024 | 23/12/2024 | Books | Book Rack number 6(A) | 29/06/2025 | 31/12/2024 |