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Details
| Material Type: | Internet resource |
|---|---|
| Document Type: | Book, Internet Resource |
| All Authors / Contributors: |
D J Hand; Heikki Mannila; Padhraic Smyth |
| ISBN: | 026208290X 9780262082907 |
| OCLC Number: | 46866355 |
| Notes: | "A Bradford book." |
| Description: | xxxii, 546 p. ; 24 cm. |
| Contents: | Introduction -- Measurement and data -- Visualizing and exploring data -- Data analysis and uncertainty -- A systematic overview of data mining algorithms -- Models and patterns -- Score functions for data mining algorithms -- Search and optimization methods -- Descriptive modeling -- Predictive modeling for classification -- Predictive modeling for regression -- Data organization and databases -- Finding patterns and rules -- Retrieval by content. |
| Series Title: | Adaptive computation and machine learning |
| Responsibility: | David Hand, Heikki Mannila, Padhraic Smyth. |
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