Principles of Data Mining (Record no. 12712)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01354nam a2200205 a 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9780262082907 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9788120324572 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 005.74 |
| Item number | HAN |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Hand, David |
| 245 ## - TITLE STATEMENT | |
| Title | Principles of Data Mining |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | New Delhi : |
| Name of publisher | Prentice-Hall , |
| Year of publication | 2001 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xxxii, 546 p. |
| 500 ## - GENERAL NOTE | |
| General note | Includes index |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Introduction --<br/>Measurement and data --<br/>Visualizing and exploring data --<br/>Data analysis and uncertainty --<br/>A systematic overview of data mining algorithms --<br/>Models and patterns --<br/>Score functions for data mining algorithms --<br/>Search and optimization methods --<br/>Descriptive modeling --<br/>Predictive modeling for classification --<br/>Predictive modeling for regression --<br/>Data organization and databases --<br/>Finding patterns and rules --<br/>Retrieval by content. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | The growing interest in data mining is motivated by a common problem across disciplines: how does one store, access, model, and ultimately describe and understand very large data sets? Historically, different aspects of data mining have been addressed independently by different disciplines. This is the first truly interdisciplinary text on data mining, blending the contributions of information science, computer |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Data mining. |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Mannila, Heikki |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Smyth, Padhraic |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Lending Books |
| Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Koha item type |
|---|---|---|---|---|---|---|---|---|---|
| Reference | Main Library | Main Library | Stacks | 15/01/2013 | Purchased | 1225.00 | 005.74 HAN | 013170 | Lending Books |