Handbook of statistical analysis and data mining applications /
Handbook of statistical analysis & data mining applications
Robert Nisbet, John Elder, Gary Miner.
- Amsterdam ; Boston : Academic Press/Elsevier, c2009.
- xxxiv, 824 p. : ill. (chiefly col.) ; 25 cm. + 1 DVD-ROM (4 3/4 in.)
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.