151x Filetype PPT File size 0.43 MB Source: www.cs.sunysb.edu
References • Pete Chapman (NCR), Julian Clinton (SPSS), Randy Kerber (NCR), Thomas Khabaza (SPSS), Thomas Reinartz, (Daimler Chrysler), Colin Shearer (SPSS) and Rüdiger Wirth (Daimler Chrysler) “CRISP-DM 1.0 - Step-by-step data mining guide” • P. Gonzalez-Aranda, E.Menasalvas, S.Millan, F. Segovia “To wards a Methodology for Data Mining Project Developmen t: The Importance of Abstraction” • Laura Squier “What is Data Mining?” PPT • “The CRISP-DM Model: The New Blueprint for DataMining”, Colin Shearer, JOURNAL of Data Warehousing, Volume 5, Number 4, p. 13-22, 2000 2 References •Websites http://www.crisp-dm.org/ http://www.crisp-dm.org/CRISPWP-800.pdf http://www.spss.com/ http://www.kdnuggets.com/ 3 Overview • Introduction to CRISP-DM • Phases and Tasks • Summary 4 CRISP-DM CRoss-Industry Standard Proces s for Data Mining 5 Why Should There be a Standard Process? The data mining process must be reliable and repeatable by people with little data mining background. 6
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