Table 3:

Results for the MIMIC III dataset.

			F1		AUC (PR)		AUC (ROC)		P@k		R@k
	P	R	Micro	Macro	Micro	Macro	Micro	Macro	8	40	8	40
Logistic (Vani et al., 2017)*	0.711	0.242	0.361	0.026	0.419	0.147	0.961	0.751	0.554	0.211	0.414	0.686
CNN (Baumel et al., 2018)*	0.726	0.246	0.367	0.021	0.376	0.095	0.942	0.697	0.534	0.196	0.395	0.636
Matching Network*	0.248	0.237	0.242	0.008	0.183	0.028	0.823	0.554	0.310	0.128	0.231	0.431
Match-CNN (Ours)	0.466	0.447	0.456	0.041	0.421	0.119	0.963	0.726	0.557	0.206	0.413	0.670
Match-CNN Ens. (Ours)	0.488	0.449	0.468	0.043	0.441	0.129	0.965	0.760	0.570	0.211	0.422	0.683

Models marked with * represent our custom implementations.