Machine Learning Using Trees

Overview

This project performs analysis on a Plain Decision Tree Classifier, Random Forest Classier, Adaboost Classifier, and XGBoost Classifier on the same dataset.

Files

• CS 4372 Assignment 2.ipynb — The Google Colab notebook containing the full analysis code.
• README.md — This README.
• CS 4372 Assignment 2 Report.pdf - The report interpreting the plots, diagnostics, and models.

Instructions

1. Open Google Colab.
2. Click File → Upload notebook and select CS 4372 Assignment 2.ipynb.
3. Make sure you are connected to a runtime.
4. Run all cells sequentially. All necessary libraries are already imported and installed within the notebook.
5. The report includes all plots, diagnostics, and interpretations.

Notes

• No additional setup is required.
• Data is fetched from the ucimlrepo library.