Fig. 1
From: Proactive recognition and early detection in communities through targeted HIV screening

Mean absolute SHAP values plot for key features in HIV classification. This plot highlights the relative importance of each feature in the model’s decision-making process, with higher values indicating greater influence. Understanding these contributions can help identify critical biomarkers and improve model interpretability.