High number of unique values and tree based models

This repository contains the working files and notebook used as mentioned in the article published on Medium.

Link to the article: https://towardsdatascience.com/high-number-of-unique-values-and-tree-based-models-c30167b63edd

Due to some error in rendering on github, you may not be able to view the notebooks. A workaround to view the notebook is to use a nbviewer: https://nbviewer.jupyter.org/

Repository contains the following:

1. Workbook for creating the original income classifcation tree.
2. Workbook for creating the dummy decision tree example.
3. Full tree schema from the income classification tree.
4. Data source used from https://www.kaggle.com/lodetomasi1995/income-classification