| ISBN： | 9781118877432 (cloth) |
|---|
| 编目源： | WaSeSS/DLC WaSeSS |
|---|
| 语种代码： | eng |
|---|
| 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. |
|---|
| 出版发行项： | Hoboken, New Jersey : John Wiley & Sons, 2016. |
|---|
| 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. |
|---|