TY - BOOK AU - Shmueli,Galit AU - Patel,Nitin R AU - Bruce,Peter C TI - Data mining for business intelligence : concepts, techniques and applications in microsoft office excel with XLMiner SN - 9780470526828 AV - HF5548.2 .S44843 2010 U1 - 005.54 22 PY - 2010/// CY - New Jersey PB - John Wiley KW - Microsoft Excel (Computer file) KW - Business KW - Data processing KW - Data mining N1 - Includes bibliographical references and index; What is data mining? -- Overview of the data mining process -- Data visualization -- Dimension reduction -- Evaluating classification and predictive performance -- Multiple linear regression -- knearest neighbors (kNN) -- Na've bayes -- Classification and regression trees -- Logistic regression ER -