Table 2:

Test set results on the MIMIC-III full dataset. The results are shown using the mean±standard deviation format.

Model	Macro AUC	Micro AUC	Macro F1	Micro F1	P@8	P@15
CNN	0.835±0.001	0.974±0.000	0.034±0.001	0.420±0.006	0.619±0.002	0.474±0.004
CAML	0.893±0.002	0.985±0.000	0.056±0.006	0.506±0.006	0.704±0.001	0.555±0.001
MultiResCNN	0.912±0.004	0.987±0.000	0.078±0.005	0.555±0.004	0.741±0.002	0.589±0.002
DCAN	0.848±0.009	0.979±0.001	0.066±0.005	0.533±0.006	0.721±0.001	0.573±0.000
TransICD	0.886±0.010	0.983±0.002	0.058±0.001	0.497±0.001	0.666±0.000	0.524±0.001
Fusion	0.910±0.003	0.986±0.000	0.081±0.002	0.560±0.003	0.744±0.002	0.589±0.001