Data mining for business intelligence :
Shmueli, Galit, 1971-
Data mining for business intelligence : concepts, techniques, and applications in Microsoft Office Excel with XLMiner / Galit Shmueli, Nitin R. Patel, Peter C. Bruce. - Hoboken, N.J. : Wiley, c2010. - xxiv, 404 p. : ill. ; 26 cm.
Includes bibliographical references and index.
Introduction -- Overview of the data mining process -- Data visualization -- Dimension reduction -- Evaluating classification and predictive performance -- Multiple linear regression -- knearest neighbors (kNN) -- Naive bayes -- Classification and regression trees -- Logistic regression -- Neural nets -- Discriminant analysis -- Association rules -- Cluster Analysis -- Handling time series -- Regression-based forecasting -- Smoothing methods -- Cases.
9780470526828
2010005152
015562262 Uk
Microsoft Excel (Computer file)
Business--Data processing.
Data mining.
Datamining.
Dataprocessing.
Statistiek.
HF5548.2 / .S558 2010
005.54
Data mining for business intelligence : concepts, techniques, and applications in Microsoft Office Excel with XLMiner / Galit Shmueli, Nitin R. Patel, Peter C. Bruce. - Hoboken, N.J. : Wiley, c2010. - xxiv, 404 p. : ill. ; 26 cm.
Includes bibliographical references and index.
Introduction -- Overview of the data mining process -- Data visualization -- Dimension reduction -- Evaluating classification and predictive performance -- Multiple linear regression -- knearest neighbors (kNN) -- Naive bayes -- Classification and regression trees -- Logistic regression -- Neural nets -- Discriminant analysis -- Association rules -- Cluster Analysis -- Handling time series -- Regression-based forecasting -- Smoothing methods -- Cases.
9780470526828
2010005152
015562262 Uk
Microsoft Excel (Computer file)
Business--Data processing.
Data mining.
Datamining.
Dataprocessing.
Statistiek.
HF5548.2 / .S558 2010
005.54