Table 5 Effect of the weighting (W) and covariate shift (CS) methods on the test data sets.
From: Adaptable, high recall, event extraction system with minimal configuration
Task | Category | Recall | Precision | -W -CS F-Score | Recall | Precision | +W +CS F-Score (%) |
|---|---|---|---|---|---|---|---|
CG | ANATOMY | 70.17 | 80.39 | 74.93 | 74.37 | 72.76 | 73.56 |
| Â | PATHOL | 60.54 | 75.96 | 67.38 | 67.05 | 67.31 | 67.18 |
| Â | MOLECUL | 58.75 | 81.24 | 68.19 | 73.56 | 72.81 | 73.18 |
| Â | GENERAL | 38.69 | 65.25 | 48.58 | 47.24 | 52.37 | 49.67 |
| Â | REGULAT | 28.52 | 52.72 | 37.02 | 38.35 | 41.36 | 39.80 |
| Â | PLANNED | 33.41 | 51.41 | 40.50 | 46.45 | 40.20 | 43.10 |
| Â | MOD | 9.28 | 67.24 | 16.30 | 26.92 | 45.93 | 33.95 |
| Â | TOTAL | 41.88 | 67.18 | 51.59 | 51.96 | 54.77 | 53.33 |
PC | SIMPLE | 58.52 | 76.78 | 66.42 | 66.53 | 68.05 | 67.28 |
| Â | NON-REG | 60.27 | 72.65 | 65.88 | 67.93 | 62.83 | 65.28 |
| Â | REGULAT | 25.94 | 53.69 | 34.98 | 36.28 | 43.34 | 39.49 |
| Â | MOD | 5.75 | 38.46 | 10.00 | 22.41 | 39.53 | 28.61 |
| Â | TOTAL | 41.62 | 65.44 | 50.88 | 50.93 | 54.10 | 52.47 |