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. Author manuscript; available in PMC: 2021 May 22.
Published in final edited form as: Proc Conf. 2019 Jun;2019:22–27. doi: 10.18653/v1/w19-1903

Table 2:

Results of relation classification experiments (gold standard entity arguments) with SVM vs. Neural systems.

Track 2 Precision Recall F1
SVM Neural SVM Neural SVM Neural
Drug-Strength 0.93 0.99 0.96 0.98 0.94 0.98
Drug-Duration 0.81 0.93 0.83 0.86 0.82 0.89
Drug-Route 0.93 0.97 0.95 0.94 0.94 0.96
Drug-Form 0.96 0.99 0.97 0.95 0.97 0.97
Drug-ADE 0.75 0.77 0.78 0.80 0.76 0.79
Drug-Dosage 0.95 0.98 0.96 0.93 0.95 0.95
Drug-Reason 0.74 0.91 0.76 0.65 0.75 0.76
Drug-Frequency 0.90 0.98 0.92 0.94 0.91 0.96
Average 0.90 0.97 0.92 0.90 0.91 0.93