Table 4.

Performance of four different models

	XGBoost	Light GBM	Random forest	CatBoost
AUPRC	0.268	0.260	0.240	0.261
AUROC	0.950	0.943	0.944	0.947
Precision	0.923	0.925	0.978	0.881
Recall	0.807	0.769	0.025	0.897
F1	0.861	0.840	0.049	0.889
Youden’s index	0.739	0.707	0.025	0.776
Specificity	0.933	0.938	0.999	0.879