Table IV:
Average Performance of the Random Forest Model with Leave-One-Out Cross-Validation
PCs | AUC | F1 | Sensitivity | Specificity | Accuracy |
---|---|---|---|---|---|
1 | 0.4470 | 0.8148 | 1 | 0.1667 | 0.7059 |
2 | 0.9015 | 0.9091 | 0.9091 | 0.8333 | 0.8824 |
Average Performance of the Random Forest Model with Leave-One-Out Cross-Validation
PCs | AUC | F1 | Sensitivity | Specificity | Accuracy |
---|---|---|---|---|---|
1 | 0.4470 | 0.8148 | 1 | 0.1667 | 0.7059 |
2 | 0.9015 | 0.9091 | 0.9091 | 0.8333 | 0.8824 |