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Handbook of statistical analysis and data mining applications / Robert Nisbet, John Elder, Gary Miner.

By: Contributor(s): Material type: TextTextPublication details: Amsterdam ; Boston : Academic Press/Elsevier, c2009.Description: xxxiv, 824 p. : ill. (chiefly col.) ; 25 cm. + 1 DVD-ROM (4 3/4 in.)ISBN:
  • 9780123750860 (DVD-ROM)
  • 0123750865 (DVD-ROM)
  • 9780123747655 (hbk. : alk. paper)
  • 0123747651 (hbk. : alk. paper)
Other title:
  • Handbook of statistical analysis & data mining applications [Cover title]
Subject(s): DDC classification:
  • 006.3/12 22
LOC classification:
  • QA76.9.D343 N57 2009
Other classification:
  • 31.73
Contents:
History of phases of data analysis, basic theory, and the data mining process -- The algorithms in data mining and text mining, the organization of the three most common data mining tools, and selected specialized areas using data mining -- Tutorials--step-by-step case studies as a starting point to learn how to do data mining analyses -- Measuring true complexity, the "right model for the right use," top mistakes, and the future of analytics.
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Holdings
Item type Current library Collection Call number Status Date due Barcode
Book Book University Library Regular Circulation Circulating QA76.9.D343 N57 2009 (Browse shelf(Opens below)) Available 3UPML00012694

Includes bibliographical references and index.

History of phases of data analysis, basic theory, and the data mining process -- The algorithms in data mining and text mining, the organization of the three most common data mining tools, and selected specialized areas using data mining -- Tutorials--step-by-step case studies as a starting point to learn how to do data mining analyses -- Measuring true complexity, the "right model for the right use," top mistakes, and the future of analytics.

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