Table 5.

The evaluation metrics of the random forest classification model for mortality.

	F1	Precision	Recall	AUROC	AUROC SE	AUROC 95% CI
All Subjects	0.780	0.843	0.817	0.861	0.002	0.857–0.864
Train Set	0.800	0.863	0.832	0.656	0.007	0.643–0.669
Test Set	0.672	0.702	0.743	0.656	0.007	0.643–0.669