Skip to main content
. 2025 Jul 16;13:1590689. doi: 10.3389/fpubh.2025.1590689

Table 3.

Model performance metrics of ExtraRFC.

Sets AUC Accuracy Sensitivity Specificity PPV NPV F1-Score
Train (10CV) 1.000 0.984 0.951 0.999 0.998 0.977 0.974
Validation (10CV) 0.848 0.795 0.578 0.898 0.730 0.817 0.650
Train (70%) 1.000 0.983 0.950 0.998 0.996 0.977 0.973
Test 0.854 0.798 0.605 0.890 0.724 0.825 0.659
Test (Rd 2) 0.853 0.798 0.543 0.915 0.745 0.814 0.628
Test (Rd 3) 0.851 0.800 0.547 0.912 0.800 0.820 0.626
Test (Rd 4) 0.836 0.819 0.473 0.933 0.701 0.843 0.565
Test (Non Rd. 1) 0.821 0.808 0.500 0.915 0.667 0.842 0.571