Table 3.

Detailed results on the testing cohort

Hour	Confusion matrix			AUROC			Specificity			Sensitivity			Accuracy
	PM	RF	LR	PM	RF	LR	PM	RF	LR	PM	RF	LR		PM	RF	LR
6	84;8 4;7	54;38 5;6	77;15 8;3	0.776	0.628	0.611	0.913	0.587	0.837	0.636	0.545	0.273		0.883	0.583	0.776
12	81;10 5;6	58;33 5;6	75;16 8;3	0.782	0.635	0.608	0.890	0.637	0.824	0.545	0.545	0.273		0.853	0.627	0.765
18	80;10 4;7	57;33 5;6	76;14 7;4	0.806	0.658	0.640	0.889	0.633	0.844	0.636	0.545	0.364		0.861	0.624	0.792
24	67;17 4;7	51;33 5;6	70;14 6;5	0.799	0.640	0.644	0.798	0.607	0.833	0.636	0.545	0.455		0.779	0.600	0.789
30	71;11 3;8	50;32 5;6	68;14 6;5	0.814	0.656	0.646	0.866	0.610	0.829	0.727	0.545	0.455		0.849	0.602	0.785
36	56;25 3;8	51;30 5;6	66;15 6;5	0.814	0.654	0.641	0.691	0.630	0.815	0.727	0.545	0.455		0.696	0.619	0.771
42	68;10 4;7	48;30 5;6	62;16 6;5	0.817	0.657	0.631	0.872	0.615	0.795	0.636	0.545	0.455		0.843	0.606	0.752
48	52;18 4;7	44;26 5;6	55;15 6;5	0.806	0.680	0.657	0.743	0.629	0.786	0.636	0.545	0.455		0.728	0.617	0.740
54	55;11 4;7	44;22 5;6	52;14 6;5	0.853	0.692	0.659	0.833	0.667	0.788	0.636	0.545	0.455		0.805	0.649	0.740
60	62;2 5;6	44;20 5;6	51;13 6;5	0.843	0.713	0.662	0.969	0.688	0.797	0.545	0.545	0.455		0.907	0.667	0.746
66	52;9 4;7	42;19 5;6	47;14 6;5	0.875	0.718	0.641	0.852	0.689	0.770	0.636	0.545	0.455		0.819	0.667	0.722
72	44;11 3;8	39;16 5;6	43;12 6;5	0.9	0.709	0.625	0.800	0.709	0.782	0.727	0.545	0.455		0.788	0.681	0.727