Fig. 7
From: Survival analysis using machine learning in transplantation: a practical introduction
Cox Hazard Model confusion matrix. The RF model excels in accuracy (0.897), sensitivity (0.982), and precision (0.91) compared to the Cox model but has lower specificity (0.147). These results suggest the RF model is highly sensitive in identifying graft loss but generates more false positives