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 |