Table 1 Performances of various models compared with reference standard
From: Detecting clinically relevant new information in clinical notes across specialties and settings
Model | Recall | Precision | F1-Measure | Optimal threshold |
|---|---|---|---|---|
Baseline | 0.85 | 0.64 | 0.73 | - |
Baseline + Lin | 0.87 | 0.62 | 0.72 | 0.9 |
Baseline + Res | 0.87 | 0.61 | 0.72 | 0.9 |
Baseline + Jcn | 0.87 | 0.61 | 0.72 | 0.9 |