A collection of research papers on decision, classification and regression trees with implementations.

Decision Tree classifier from scratch without any machine learning libraries

A simple implementation of Random Forest Regression in python.

Decision Tree Classifier and Boosted Random Forest

Binary Classification Using Alteryx Self Service Analytics

machine learning

Performs decision tree modeling over a given dataset using python

Predicting American Divorce from the American Community Survey

Estimate the Redshift of galaxies using Decision Tree model

This multi-phase project identifies key satisfaction drivers and provides actionable insights to improve customer experience using statistical analysis and machine learning models, including logistic regression, decision trees, random forests, and XGBoost.