Table 9 Average ( ± standard deviation) P, R, F1 and Acc of the three LLM: RL-BNE, BIO-CLI and XRB.
From: A clinical narrative corpus on nut allergy: annotation schema, guidelines and use case
Model | Precision | Recall | F-measure | Accuracy |
|---|---|---|---|---|
RL-BNE | 0.852( ± 0.016) | 0.870( ± 0.009) | 0.861( ± 0.011) | 0.958( ± 0.004) |
BIO-CLI | 0.856( ± 0.013) | 0.877( ± 0.009) | 0.862( ± 0.008) | 0.957( ± 0.004) |
XRB | 0.854( ± 0.009) | 0.865( ± 0.005) | 0.861( ± 0.006) | 0.959( ± 0.002) |
