Table 8:
10 fold CV results for extracting spatial frame elements using BERTBASE (MIMIC). P - Precision, R - Recall.
| Main Frame Elements | Gold Spatial Triggers | Predicted Spatial Triggers | ||||
|---|---|---|---|---|---|---|
| P (%) | R(%) | F1 | P(%) | R(%) | F1 | |
| Figure | 75.14 | 84.10 | 79.35 | 63.26 | 40.48 | 48.00 |
| Ground | 84.96 | 88.90 | 86.87 | 68.83 | 42.95 | 51.64 |
| Hedge | 64.31 | 77.46 | 69.78 | 56.91 | 31.84 | 38.69 |
| Diagnosis | 53.99 | 79.54 | 63.93 | 38.89 | 26.48 | 29.18 |
| Relative Position | 81.27 | 75.56 | 78.12 | 67.01 | 39.91 | 48.81 |
| Distance | 86.64 | 87.50 | 84.87 | 77.17 | 73.67 | 74.29 |
| Position Status | 62.29 | 64.07 | 62.74 | 56.86 | 52.05 | 52.39 |
| Associated Process, Reason | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Overall | 76.53 | 82.69 | 79.48 | 63.98 | 40.73 | 48.55 |