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Principles of data mining
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Principles of data mining

Author: D J Hand; Heikki Mannila; Padhraic Smyth
Publisher: Cambridge, Mass. : MIT Press, 2001.
Series: Adaptive computation and machine learning
Edition/Format: Book : EnglishView all editions and formats
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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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