书目详细信息
： Data mining for business analytics :
书目信息 机读格式(MARC)
| ISBN： | 9781118877432 (cloth) |
|---|---|
| 编目源： | WaSeSS/DLC WaSeSS |
| 个人名称： | Shmueli, Galit,1971- |
| 题名： | Data mining for business analytics : concepts, techniques, and applications in JMP Pro / Galit Shmueli, Peter C. Bruce, Mia L. Stephens, Nitin R. Patel. |
| 索书号： | F224/S558E |
| 载体形态： | xxii, 442 pages : illustrations ; 27 cm |
| 一般附注： | Includes index. |
| 格式化内容附注： | Overview of the data mining process -- Data visualization -- Dimension reduction -- Evaluating predictive performance -- Multiple linear regression -- K-nearest neighbors (kNN) -- The naive Bayes classifier -- Classification and regression trees -- Logistic regression -- Neural nets -- Discriminant analysis -- Combining methods : ensembles and uplift modeling -- Cluster analysis -- Handling time series -- Regression-based forecasting -- Smoothing methods -- Cases. |