Data mining for business analytics : concepts, techniques, and applications with XLMiner/ by Galit Shmueli, Peter C. Bruce and Nitin R. Patel.
Material type: TextLanguage: English Publication details: Hoboken, New Jersey : John Wiley & Sons, 2016.Description: 1 online resourceISBN:- 9781118879337 (epub)
- 9781118956632 (pdf)
- 005.54 23 SHM
Item type | Current library | Collection | Call number | Status | Date due | Barcode |
---|---|---|---|---|---|---|
General Books | CUTN Central Library Generalia | Non-fiction | 005.54 SHM (Browse shelf(Opens below)) | Checked out to Martin Martin (16030A) | 18/03/2022 | 37480 |
Includes index.
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 -- Association rules and collaborative filtering -- Cluster analysis -- Handling time series -- Regression-based forecasting -- Smoothing methods -- Social network analytics -- Text mining -- Cases.
There are no comments on this title.