tree_based_models

Tree Based Machine Learning Algorithms

Collection of notebooks here explores different tree based machine learning algorithms using Python.

Regression Problem

1. Download Data

2. Explanatory Data Analysis

3. Preprocessing

4. Base Model - Ordinary Least Sqares

5. Decision Tree

6. Random Forest

7. Ada Boost

8. Gradient Boost

9. Extreme Gradient Boost (XGBoost)

Classification Problem

TODO