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Table 5 SVM implementation for identifying the event originating stages

From: An automated pipeline for analyzing medication event reports in clinical settings

Event Originating Stage Precision Recall F-Measure
Ordering 0.895 0.892 0.894
Transcribing 0.464 0.430 0.446
Dispensing 0.612 0.502 0.552
Administering 0.735 0.797 0.765
Monitoring 0.768 0.730 0.748
Medication Reconciliation 0.778 0.700 0.737
Overall 0.792 0.795 0.792