Prediction of Students’ Academic Performance using XGBoost vs Random Forest

This is like having two different “weather apps” for grades. Both look at a student’s past behavior and background (attendance, homework, test scores, etc.) and try to forecast how well they will do in the future. The paper compares which forecasting engine—XGBoost or Random Forest—does a better job at predicting students’ academic performance.