The model predict a student's average based on various factors. We use a random forest to make a prediction.
See the train dataset here : http://roycekimmons.com/tools/generated_data/exams
Following this tutorial : https://towardsdatascience.com/explain-your-model-with-the-shap-values-bc36aac4de3d
After inspecting our model, we could see that he judged mens and a certain ethnic group to be less successful. If we use this model in university recruitment, he will had a discriminating impact on students applying.
