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. Author manuscript; available in PMC: 2020 Jan 1.
Published in final edited form as: Drug Saf. 2019 Jan;42(1):99–111. doi: 10.1007/s40264-018-0762-z

Table 11:

Performance metrics calculated for ensemble of submissions as described in Section 4.3 The “Top 3 Team” shows the ensemble generated from submissions of top 3 teams. The “All Teams” ensemble uses submissions from all teams. For each team in both ensembles, only the best run is used. So, all ensembles in “Top 3 Teams” are ensembles of three different systems.

Shared    Top 3 teams   All Teams
Task Recall Precision F-score Recall Precision F-score

Task 1:NER 0.8334 0.87297 0.8527 0.7847 0.9094 0.8425
Task 2:RI 0.8935 0.8625 0.8777 0.8782 0.7845 0.8287
Task 3:NER-RI 0.5841 0.7616 0.6612 0.4633 0.8580 0.6017