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Nisbet, Robert; Elder, John F; Miner, Gary

Handbook of Statistical Analysis and Data Mining Applications

Handbook of Statistical Analysis and Data Mining Applications

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Amsterdam: Academic Press/Elsevier, 2009. First edition, first printing (full number line). Large black octavo, xxxiv, 824 pages, color illustrations (some b&w), 25 cm + 1 DVD-ROM (4 3/4 in.) Extremely mild rubbing to corners, faint soiling to spine head, exceedingly gentle rubbing to spine foot, else Near Fine(+). Hardcover. ISBN: 9780123747655

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. Data mining -- Statistical methods.

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