This is a simple classifier which is trained on four years worth of data from each Premier League match. It takes match data as input & predicts whether or not the home team will win the macth, lose it or draw.
The data was pulled from this Kaggle page.
The project contains the following models trained on the said data:
- Random forest
- Decision tree
Additionally, different metric scores of both the models are compared with each other. The metrics chosen are:
- Training accuracy
- Testing accuracy
- Macro averages of
- precision score
- recall score
- f1 score
- Weighted averages of
- precision score
- recall score
- f1 score