Data mining : (Record no. 10742)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03178nam a22002537a 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250225b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780128043578 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | AR-FvUNAJ |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| 9 (RLIN) | 21236 |
| Personal name | Witten, Ian H. |
| 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, Christopher J. Pal |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 4a.ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | Cambridge, MA, United States : |
| Name of publisher, distributor, etc | Morgan Kaufmann, |
| Date of publication, distribution, etc | 2017. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxxii, 621 p. |
| 500 ## - GENERAL NOTE | |
| General note | Descargar, imprimir, guardar y enviar por correo electrónico hasta 40 páginas permitidas.<br/>Descarga completa del libro electrónico. Debe tener instalado Adobe Digital Editions para leer el eBook.<br/> |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | 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. 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. Please visit the book companion website at http://www.cs.waikato.ac.nz/ml/weka/book.html It contains Powerpoint slides for Chapters 1-12. This is a very comprehensive teaching resource, with many PPT slides covering each chapter of the bookOnline Appendix on the Weka workbench; again a very comprehensive learning aid for the open source software that goes with the bookTable of contents, highlighting the many new sections in the 4th edition, along with reviews of the 1st edition, errata, etc.Provides a thorough grounding in machine learning concepts, as well as practical advice on applying the tools and techniques to data mining projectsPresents concrete tips and techniques for performance improvement that work by transforming the input or output in machine learning methodsIncludes a downloadable WEKA software toolkit, a comprehensive collection of machine learning algorithms for data mining tasks-in an easy-to-use interactive interfaceIncludes open-access online courses that introduce practical applications of the material in the book |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| 9 (RLIN) | 9478 |
| Topical term or geographic name as entry element | MINERIA DE DATOS |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| 9 (RLIN) | 21244 |
| Personal name | Frank, Eibe |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| 9 (RLIN) | 21245 |
| Personal name | Hall, Mark A. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| 9 (RLIN) | 21246 |
| Personal name | Pal, Christopher J. |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Public note | Ingresa con la contraseña de EBSCO |
| Uniform Resource Identifier | <a href="https://research.ebsco.com/c/6n4nn2/search/details/kzzsvcay75?db=nlebk&limiters=None&q=Data%20mining">https://research.ebsco.com/c/6n4nn2/search/details/kzzsvcay75?db=nlebk&limiters=None&q=Data%20mining</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Item type | Libro electrónico |
| 980 ## - EQUIVALENCE OR CROSS-REFERENCE-SERIES STATEMENT--PERSONAL NAME/TITLE [LOCAL, CANADA] | |
| Linkage | 2 |
| Personal name | Virginia Figueroa |
| Field link and sequence number | 2 |
| Miscellaneous information | Virginia Figueroa |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Date acquired | Source of acquisition | Coded location qualifier | Full call number | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | EBSCO | Bibliotecas Digitales | Bibliotecas Digitales | 25/02/2025 | Compra | 83.94 | Pedir Usuario Ebsco | 25/02/2025 | 25/02/2025 | Libro electrónico |