Models based in trees

Summary of the repository

In this repository We are going to:

1. Explain models based in trees.
2. Create differents models based in trees.
3. See all the hyperparameters of this models.
4. Interprete the output of the models.
5. Plot our trees model, and save this plots.

Files of this repository

• Data: where the dataset are placed.
• model_tree: a simple tree model analysis.
• random_forest: the Random Forest model analysis.
• XGB: the Extremme Gradient Boosting model analysis.
• Rest of the files are plots of our trees models.