Bagging and Random Forests
Published:
Overview
Content from ISL Chapter study notes. Details coming soon.
Key Concepts
- Bootstrap Aggregation (Bagging)
- Out-of-Bag (OOB) Error
- Random Forests
- Variable Importance Measures
- Decorrelation of Trees
References
- James, G., Witten, D., Hastie, T., & Tibshirani, R. (2021). An Introduction to Statistical Learning (2nd ed.). Springer.