AI Model to Predict which teams will make it to WNBA Playoffs

Developed for Machine Learning Course @ FEUP

Read full project report here

Final Classification: 18.4/20

How To Run

Install dependencies with run pip install -r requirements.txt Inside /src folder, run python main.py Inside /src folder, run the notebook analysis.ipynb

Use Different Models

Inside main.py there are different models. In order to run a different one other than the pre-selected XGBoost, simply uncomment the line.

Notebook

Inside analysis.ipynb we perform various data exploration techniques such as pairplots and correlation matrixes in order to analyse and verify the validity of our data.

Developed By

Afonso Osório, Tiago Cruz, Tomás Xavier