Journal of Biomedical Semantics

Table 7 Performance of NEAT versus baselines in Side Effect Discovery of Ibuprofen, Levothyroxine, and Metoformin

From: Neural side effect discovery from user credibility and experience-assessed online health discussions

Methods	Ibuprofen			Levothyroxine			Metoformin
	Pre.	Rec.	F₁	Pre.	Rec.	F₁	Pre.	Rec.	F₁
RF	0.583	0.414	0.474	0.319	0.401	0.347	0.48	0.647	0.491
uNEAT	0.859	0.371	0.487	0.505	0.349	0.404	0.798	0.361	0.497
NEAT	0.845	0.427	0.536	0.549	0.385	0.443	0.814	0.365	0.504

In the Methods column, RF denotes Random Forest baseline from Bag-of-word, and uNEAT denotes User permutation baseline from NEAT. Pre., Rec. and F₁ denote Precision, Recall, and F₁ score, respectively.

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ISSN: 2041-1480

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