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. |