Data mining and predictive analytics
"This updated second edition serves as an introduction to data mining methods and models, including association rules, clustering, neural networks, logistic regression, and multivariate analysis. The authors apply a unified 'white box' approach to data mining methods and models. This...
| Main Authors: | , |
|---|---|
| Format: | eBook |
| Language: | English |
| Published: |
Hoboken, New Jersey
John Wiley & Sons
2015
|
| Edition: | Second edition |
| Subjects: | |
| Online Access: | |
| Collection: | O'Reilly - Collection details see MPG.ReNa |
| Summary: | "This updated second edition serves as an introduction to data mining methods and models, including association rules, clustering, neural networks, logistic regression, and multivariate analysis. The authors apply a unified 'white box' approach to data mining methods and models. This approach is designed to walk readers through the operations and nuances of the various methods, using small data sets, so readers can gain an insight into the inner workings of the method under review. Chapters provide readers with hands-on analysis problems, representing an opportunity for readers to apply their newly-acquired data mining expertise to solving real problems using large, real-world data sets."-- |
|---|---|
| Physical Description: | 1 volume illustrations |
| ISBN: | 1118116194 9781118868676 1118868676 1118868706 9781118116197 |