Table 2:

Average AUC and AUPRC from real-world datasets.

	Average AUC						Average AUPRC
	COVID		InP		SEER		COVID		InP		SEER
Event category	Mortality	Combined	12h	168h	3mo	11mo	Mortality	Combined	12h	168h	3mo	11mo
LASSO	0.856	0.853	0.822	0.760	0.888	0.845	0.235	0.542	0.092	0.216	0.140	0.309
MLP	0.862	0.854	0.824	0.768	0.885	0.856	0.225	0.531	0.093	0.221	0.169	0.322
DeepSVDD	NA	NA	0.633	0.551	0.592	0.572	NA	NA	0.020	0.063	0.026	0.068
IW	0.856	0.860	0.776	0.728	0.798	0.832	0.193	0.511	0.073	0.165	0.123	0.274
Focal	0.829	0.854	0.750	0.705	0.868	0.835	0.238	0.484	0.044	0.149	0.141	0.263
LDAM	0.857	0.843	0.819	0.774	0.893	0.755	0.202	0.535	0.086	0.197	0.177	0.332
VIE	0.883	0.867	0.840	0.780	0.895	0.862	0.268	0.535	0.100	0.240	0.189	0.345