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 |