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. Author manuscript; available in PMC: 2020 Jan 1.
Published in final edited form as: Drug Saf. 2019 Jan;42(1):123–133. doi: 10.1007/s40264-018-0761-0

Table 6.

Relation extraction performances on the training and the test using separate-classifier.

Model Expr. Performance
Precision Recall F1-score
SVMs Training 0.91990 .92960 .9247
RFs 0.9432 0.9289 0.9360
SVMs Test 0.8491 0.8441 0.8466
RFs 0.8174 0.8505 0.8337