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. Author manuscript; available in PMC: 2020 Oct 1.

Published in final edited form as: J Biomed Inform. 2019 Aug 27;98:103265. doi: 10.1016/j.jbi.2019.103265

Table 6:

Evaluation Results for Relation Identification.

	Evokes			Evidences			Treatment-For
Model	Precision	Recall	F₁	Precision	Recall	F₁	Precision	Recall	F₁

EEG-RelNet	0.8563	0.8187	0.8371	0.6592	0.6205	0.6392	0.5905	0.8953	0.7116
SACAR-V	0.7521	0.7231	0.7373	0.5648	0.5801	0.5723	0.5029	0.9219	0.65079
SACAR-U	0.8021	0.8418	0.8215	0.5980	0.5854	0.5916	0.5824	0.9093	0.7100
SACAR-A	0.8402	0.8569	0.8485	0.5955	0.6109	0.6031	0.5806	0.9042	0.7071
	Clinical-Correlation			All Relations (Macro Average)
Model	Precision	Recall	F₁	Precision	Recall	F₁

EEG-RelNet	0.8380	0.8124	0.8250	0.7360	0.7777	0.7563
SACAR-V	0.8204	0.8259	0.8231	0.6601	0.7627	0.7077
SACAR-U	0.8018	0.8370	0.8190	0.6961	0.7934	0.7415
SACAR-A	0.8287	0.8006	0.8144	0.7112	0.7932	0.7499