Data Mining with Rattle and R

1. Introduction
Graham Williams

2. Getting Started
Graham Williams

3. Working with Data
Graham Williams

4. Loading Data
Graham Williams

5. Exploring Data
Graham Williams

6. Interactive Graphics
Graham Williams

7. Transforming Data
Graham Williams

8. Descriptive and Predictive Analytics
Graham Williams

9. Cluster Analysis
Graham Williams

10. Association Analysis
Graham Williams

11. Decision Trees
Graham Williams

12. Random Forests
Graham Williams

13. Boosting
Graham Williams

14. Support Vector Machines
Graham Williams

15. Model Performance Evaluation
Graham Williams

16. Deployment
Graham Williams

17. Installing Rattle
Graham Williams

18. Sample Datasets
Graham Williams

Nyckelord: Statistics, Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences