. 2017 Apr 3;3(4):283–293. doi: 10.1021/acscentsci.6b00367

Table 12. ROC-AUC Scores of Models on “Cardiac Disorders”^a.

C.D.	RF (100 trees)	Graph Conv	Siamese	AttnLSTM	IterRefLSTM
10+/10–	0.552 ± 0.036	0.456 ± 0.038	0.687 ± 0.089	0.532 ± 0.076	0.691 ± 0.002
5+/10–	0.560 ± 0.041	0.444 ± 0.027	0.678 ± 0.085	0.534 ± 0.053	0.704 ± 0.002
1+/10–	0.540 ± 0.029	0.422 ± 0.035	0.544 ± 0.056	0.504 ± 0.016	0.555 ± 0.012
1+/5–	0.537 ± 0.052	0.447 ± 0.035	0.536 ± 0.052	0.517 ± 0.045	0.674 ± 0.005
1+/1–	0.506 ± 0.039	0.461 ± 0.0478	0.543 ± 0.068	0.509 ± 0.029	0.704 ± 0.001

Numbers reported are means and standard deviations. Each model is evaluated 20 times with different support sets to compute means and standard deviations. The model with highest mean in each row is highlighted. The notation 10+/10– indicates supports with 10 positive examples and 10 negative examples.

Table 12. ROC-AUC Scores of Models on “Cardiac Disorders”a.

Table 12. ROC-AUC Scores of Models on “Cardiac Disorders”^a.