Table 5.

Detailed performance measures of InSight when tested and trained with raw data dropouts. Operating points were chosen according to the same procedure as in Table 4.

	InSight, 0 hour, 0% dropout	InSight, 0 hour, 10% dropout	InSight, 0 hour, 20% dropout	InSight, 0 hour, 40% dropout	InSight, 0 hour, 60% dropout	InSight, 4 hour, 0% dropout	InSight, 4 hour, 60% dropout
AUROCa	0.89 (SD 0.010)	0.87 (SD 0.006)	0.84 (SD 0.011)	0.83 (SD 0.012)	0.78 (SD 0.013)	0.75 (SD 0.008)	0.73 (SD 0.010)
APRb	0.60 (SD 0.022)	0.57 (SD 0.015)	0.54 (SD 0.022)	0.49 (SD 0.021)	0.40 (SD 0.015)	0.27 (SD 0.012)	0.27 (SD 0.009)
Sensitivity	0.80	0.80	0.80	0.80	0.80	0.80	0.80
Specificity	0.82	0.78	0.72	0.68	0.59	0.55	0.52
F1c	0.49	0.45	0.40	0.37	0.32	0.30	0.29
DORd	17.90	14.14	10.23	8.31	5.76	4.95	4.38
LR+e	4.37	3.62	2.85	2.46	1.95	1.79	1.67
LR-f	0.24	0.26	0.28	0.30	0.34	0.36	0.38
Accuracy	0.82	0.78	0.73	0.69	0.61	0.58	0.55

^aAUROC: area under the receiver operating characteristic curve.

^bAPR: area under the precision-recall curve.

^cF1: harmonic mean of precision and recall.

^dDOR: diagnostic odds ratio.

^eLR+: positive likelihood ratio.

^fLR-: negative likelihood ratio.