CS235 - Data Mining Techniques Project. Predicting the outcome of FIFA World Cup 2022 knockout games given the historical data of previous versions of the World Cup and other international leagues.
phase1.ipynb refers to the implementation using Sci-Kit Learning. phase2.ipynb refers to the from the scratch implementation using Python
Steps to execute: 1: Install all dependencies required. (Sklearn, Matplotlib, Pandas, Pydotplus, DTreeViz) pip3 install 2: Run Jupyter notebooks in any order since the preprocessed data is already present in the Data folder.