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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