This repository contains a Jupyter Notebook detailing the steps of initial data exploration and decision tree modeling as part of a data mining introduction. This project was undertaken as an ...

Linear Trees combine the learning ability of Decision Tree with the predictive and explicative power of Linear Models. Like in tree-based algorithms ... SciPy and Scikit-Learn (>=0.24.2). Python 3.6 ...

One significant advantage of a decision tree model is the ability to understand ... One of the most popular libraries for machine learning in Python is scikit-learn, which provides various tools ...

Researchers from LinkedIn open-source the FastTreeSHAP package which is a Python module based on the paper ... package allows for the efficient interpretation of tree-based machine learning models by ...