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Table 3 Performance of the attribute linkage process

From: An end-to-end hybrid algorithm for automated medication discrepancy detection

Process Attribute linkage Ent. Det. + Att. Link.
Category P [%] R [%] F [%] P [%] R [%] F [%]
Amount 97.5 99.3 98.4 92.8 89.5 91.1
Dosage 97.8 99.5 98.7 87.9 86.1 87.0
Duration 94.3 96.6 95.4 73.4 42.1 53.5
Form 99.2 99.6 99.4 94.2 91.9 93.0
Frequency 99.0 99.2 99.1 92.4 87.6 89.9
Route 99.3 99.3 99.3 94.5 92.1 93.3
Strength 99.0 99.8 99.4 93.9 93.3 93.6
Overall 98.7 99.4 99.1 92.8 89.6 91.2
  1. P indicates precision; R recall; F F-value.