In this repository We are going to:
- Explain models based in trees.
- Create differents models based in trees.
- See all the hyperparameters of this models.
- Interprete the output of the models.
- Plot our trees model, and save this plots.
- 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.