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. 2022 Aug 2;12(8):589. doi: 10.3390/bios12080589

Table 2.

Result from 10-Fold validation of GPR model with 4 UMAP Dimensions.

Folds Accuracy Precision Recall F1 Score ROC_AUC
Fold 1 0.800 1.000 0.600 0.750 0.920
Fold 2 0.900 0.900 0.900 0.900 0.980
Fold 3 1.000 1.000 1.000 1.000 1.000
Fold 4 0.750 0.727 0.800 0.762 0.860
Fold 5 0.700 0.750 0.600 0.667 0.810
Fold 6 0.950 1.000 0.900 0.947 0.970
Fold 7 0.850 1.000 0.700 0.824 0.920
Fold 8 0.800 0.875 0.700 0.778 0.950
Fold 9 0.900 1.000 0.800 0.889 0.900
Fold 10 0.900 1.000 0.800 0.889 0.980
Mean 0.855 0.925 0.780 0.841 0.929