Data Mining for Business Analytics: Concepts, Techniques and Applications with JMP Pro (Record no. 106533)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01545nam a2200217 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 170328b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781118877432 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.312 |
| Item number | SHM |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Shmueli, Galit |
| 9 (RLIN) | 10753 |
| 245 ## - TITLE STATEMENT | |
| Title | Data Mining for Business Analytics: Concepts, Techniques and Applications with JMP Pro |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc | John Wiley & Sons, Inc. |
| Date of publication, distribution, etc | 2017 |
| Place of publication, distribution, etc | New Jersey |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 442p |
| 500 ## - GENERAL NOTE | |
| General note | Part I: Preliminaries<br/>1. Introduction<br/>2. Overview of the Data Mining Process<br/><br/>Part II: Data Exploration and Dimension Reduction<br/>3. Data Visualization<br/>4. Dimension Reduction<br/><br/>Part III: Performance Evaluation<br/>5. Evaluating Predictive Performance<br/><br/>Part IV: Prediction and Classification Methods<br/>6. Multiple Linear Regression<br/>7. k-Nearest Neighbors (k-NN)<br/>8. The Naive Bayes Classifier<br/>9. Classification and Regression Trees<br/>10. Logistic Regression<br/>11. Neural Nets<br/>12. Discriminant Analysis<br/>13. Combining Methods: Ensembles and Uplift Modeling<br/><br/>Part V: Mining Relationships Among Records<br/>14. Cluster Analysis<br/><br/>Part VI: Forecasting Time Series<br/>15. Handling Time Series<br/>16. Regression-Based Forecasting<br/>17. Smoothing Methods<br/><br/>Part VII: Cases<br/>18. Cases |
| 600 ## - SUBJECT ADDED ENTRY--PERSONAL NAME | |
| Personal name | Data Mining |
| 9 (RLIN) | 21042 |
| 600 ## - SUBJECT ADDED ENTRY--PERSONAL NAME | |
| Personal name | Business Mathematics - Computer Programs |
| 9 (RLIN) | 21203 |
| 600 ## - SUBJECT ADDED ENTRY--PERSONAL NAME | |
| Personal name | Data Processing |
| 9 (RLIN) | 21204 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Bruce, Peter C. |
| 9 (RLIN) | 21044 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Stephens, Mia L. |
| 9 (RLIN) | 21045 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Patel, Nitin R. |
| 9 (RLIN) | 21046 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Item type | Book |
| Call number prefix | 006.312 |
| Call number suffix | SHM |
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