Table 3:

Test set results on the MIMIC-III top-50 dataset. The results are shown using the mean±standard deviation format.

Model	Macro AUC	Micro AUC	Macro F1	Micro F1	P@5
CNN	0.913±0.002	0.936±0.002	0.627±0.001	0.693±0.003	0.649±0.001
CAML	0.918±0.000	0.942±0.000	0.614±0.005	0.690±0.001	0.661±0.002
MultiResCNN	0.928±0.001	0.950±0.000	0.652±0.006	0.720±0.002	0.674±0.001
DCAN	0.934±0.001	0.953±0.001	0.651±0.010	0.724±0.005	0.682±0.003
TransICD	0.917±0.002	0.939±0.001	0.602±0.002	0.679±0.001	0.643±0.001
Fusion	0.932±0.001	0.952±0.000	0.664±0.003	0.727±0.003	0.679±0.001