Decision Trees
Published:
Overview
Content from ISL Chapter study notes. Details coming soon.
Key Concepts
- Regression Trees
- Classification Trees
- Recursive Binary Splitting
- Tree Pruning (Cost Complexity)
- Gini Index and Entropy
- Trees vs. Linear Models
References
- James, G., Witten, D., Hastie, T., & Tibshirani, R. (2021). An Introduction to Statistical Learning (2nd ed.). Springer.