Williams, Graham
Data Mining with Rattle and R
Table of contents
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
Keywords: Statistics, Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences
- Author(s)
- Williams, Graham
- Publisher
- Springer
- Publication year
- 2011
- Language
- en
- Edition
- 1
- Series
- Use R
- Page amount
- 20 pages
- Category
- Natural Sciences
- Format
- Ebook
- eISBN (PDF)
- 9781441998903
