Hands-On Ensemble Learning with R

Table of Contents

1. Introduction to Ensemble Techniques
2. Bootstrapping
3. Bagging
4. Random Forests
5. The Bare Bones Boosting Algorithms
6. Boosting Refinements
7. The General Ensemble Technique
8. Ensemble Diagnostics
9. Ensembling Regression Models
10. Ensembling Survival Models
11. Ensembling Time Series Models
12. What's Next?