Fig. 8

Comparative Performance Analysis of Machine Learning Models. This figure presents a comparative analysis of different machine learning models, highlighting their performance metrics such as accuracy, precision, and recall. It illustrates how each model, including XGBoost, fares in predicting outcomes and helps in evaluating their relative effectiveness.