Prepare
Due: April 22, 2025
prepare
Learning objectives
- Define tree-based inference
- Identify hyperparameters for machine learning models
- Fit decision tree and random forest models
- Tune hyperparameters using a grid search
- Identify the best model and finalize the workflow
Preparations
📖 Read
- ISLR: Chp 8 - Tree-Based Methods
- TMWR: Chp 12-14