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Williams, Graham

Data Mining with Rattle and R

Williams, Graham - Data Mining with Rattle and R, ebook

71,65€

Ebook, PDF with Adobe DRM
ISBN: 9781441998903
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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)
Publisher
Springer
Publication year
2011
Language
en
Edition
1
Series
Use R
Page amount
20 pages
Category
Natural Sciences
Format
Ebook
eISBN (PDF)
9781441998903

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