This is a python script I wrote that predicts the winner of a match between 2 India Premier League- IPL teams.
matches.csv is the dataset used.
Install dependencies using : pip install -r requirements.txt
Models used are:
- Support Vector Machine
- Random Forest Classifier
- XGBoost
Using F1_Score it is found that XGBoost performs the best.