Ensemble Learning
Published:
Overview
Content from ISL Chapter study notes. Details coming soon.
Key Concepts
- Boosting (AdaBoost, Gradient Boosting)
- Weak Learners to Strong Learners
- Shrinkage and Learning Rate
- Number of Trees and Overfitting
- Comparison of Ensemble Methods
References
- James, G., Witten, D., Hastie, T., & Tibshirani, R. (2021). An Introduction to Statistical Learning (2nd ed.). Springer.