Table 2:

Balanced dataset performance statistics stratified by hemorrhage type and size^{^a}

Size	Accuracy		AUC		Sensitivity		Specificity		PPV		NPV
Size	Valid	Test	Valid	Test	Valid	Test	Valid	Test	Valid	Test	Valid	Test
All ICHs	0.984	0.972	0.991	0.989	0.971	0.951	0.975	0.973	0.975	0.972	0.971	0.952
Large	0.999	0.997	0.999	0.999	1.000	1.000	0.975	0.973	0.975	0.973	1.000	1.000
Medium	0.992	0.977	0.995	0.982	0.986	0.962	0.975	0.973	0.975	0.972	0.986	0.962
Small	0.965	0.906	0.972	0.987	0.933	0.818	0.975	0.973	0.974	0.968	0.936	0.843
Punctate	0.883	0.872	0.895	0.903	0.769	0.750	0.975	0.973	0.968	0.965	0.809	0.796
IPH	0.992	0.997	0.996	0.999	0.986	1.000	0.975	0.973	0.975	0.973	0.986	1.000
Large	0.999	0.997	0.999	0.999	1.000	1.000	0.975	0.973	0.975	0.973	1.000	1.000
Medium	0.999	0.997	0.999	0.999	1.000	1.000	0.975	0.973	0.975	0.973	1.000	1.000
Small	0.983	0.997	0.999	0.999	0.968	1.000	0.975	0.973	0.974	0.973	0.968	1.000
Punctate	0.899	0.997	0.921	0.999	0.800	1.000	0.975	0.973	0.969	0.973	0.830	1.000
EDH/SDH	0.986	0.970	0.989	0.974	0.975	0.947	0.975	0.973	0.975	0.972	0.975	0.949
Large	0.999	0.997	0.999	0.999	1.000	1.000	0.975	0.973	0.975	0.973	1.000	1.000
Medium	0.980	0.963	0.983	0.971	0.962	0.933	0.975	0.973	0.974	0.971	0.963	0.936
Small	0.958	0.872	0.968	0.882	0.918	0.750	0.975	0.973	0.973	0.965	0.923	0.796
Punctate	0.832	NA	0.857	NA	0.667	NA	0.975	0.973	0.963	NA	0.745	NA
SAH	0.970	0.949	0.972	0.953	0.942	0.905	0.975	0.973	0.974	0.971	0.944	0.911
Large	0.999	0.997	0.999	0.999	1.000	1.000	0.975	0.973	0.975	0.973	1.000	1.000
Medium	0.999	0.997	0.999	0.999	1.000	1.000	0.975	0.973	0.975	0.973	1.000	1.000
Small	0.950	0.913	0.960	0.928	0.904	0.833	0.975	0.973	0.973	0.968	0.910	0.854
Punctate	0.881	0.830	0.891	0.833	0.765	0.667	0.975	0.973	0.968	0.961	0.806	0.745

Note:—AUC indicates area under the curve; NA, not applicable; PPV, positive predictive value; NPV, negative predictive value.
↵a Large, medium, small, and punctate hemorrhages were defined as >25, 5–25, 0.01–5.0, and <0.01 mL, respectively.