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Shmueli, Galit, 1971-

Data mining for business intelligence : concepts, techniques, and applications in Microsoft Office Excel with XLMiner / by Galit Shmueli, Nitin R. Patel, Peter C. Bruce. - New Delhi. : Wiley-Interscience, c2007. - xviii, 279 p. : ill. ; 26 cm.

Includes bibliographical references (p. 271-272) and index.

CHAPTER 1: Introduction ----------------------
CHAPTER 2: Overview of data mining process ---------------------
CHAPTER 3: Data exploration and Dimension reduction -------------------------
CHAPTER 4: Evaluating Classification and predictive performance ----------------------
CHAPTER 5: Multiple linear regression ---------------------
CHAPTER 6: Three simple classification method ---------------------
CHAPTER 7: Classification and regression trees ----------------------
CHAPTER 8: Logistic regression ----------------------
CHAPTER 9: Neural nets -------------------
CHAPTER 10: Discriminant analysis ---------------------
CHAPTER 11: Association rules -----------------------
CHAPTER 12: Cluster analysis ----------------------


ISBN: 9788126517589 (pbk)

Subjects--Uniform Titles:
Microsoft Excel (Computer file)

Subjects--Topical Terms:
Business--Data processing.
Data mining.
Business intelligence.

LC Class. No.: HF5548.2 / .S44843 2007

Dewey Class. No.: 005.54 / SHM-D 2012 4375