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Table 5.
Scoring of the fiducial (top), optimistic, (middle) and pessimistic (bottom) models for different thresholds on p(j ∈ k|dj, {β}), as reported in the first column.
| Fiducial | ||||||
|---|---|---|---|---|---|---|
| Thr. | %TP | %TN | %FP | %FN | Precision | Recall |
| 0.1 | 98 | 83 | 17 | 2 | 0.19 | 0.98 |
| 0.2 | 92 | 89 | 12 | 8 | 0.25 | 0.92 |
| 0.5 | 38 | 98 | 3 | 62 | 0.43 | 0.38 |
| 0.7 | 14 | 100 | 1 | 87 | 0.90 | 0.14 |
| 0.9 | 7 | 100 | 0 | 93 | 1.00 | 0.07 |
| Optimistic | ||||||
| Thr. | %TP | %TN | %FP | %FN | Precision | Recall |
| 0.1 | 100 | 74 | 26 | 1 | 0.78 | 1.00 |
| 0.2 | 100 | 77 | 23 | 1 | 0.79 | 1.00 |
| 0.3 | 99 | 79 | 21 | 1 | 0.81 | 0.99 |
| 0.5 | 97 | 83 | 17 | 3 | 0.84 | 0.97 |
| 0.7 | 91 | 88 | 12 | 9 | 0.87 | 0.91 |
| 0.9 | 51 | 95 | 5 | 49 | 0.91 | 0.51 |
| Pessimistic | ||||||
| Thr. | %TP | %TN | %FP | %FN | Precision | Recall |
| 0.1 | 83 | 100 | 0 | 17 | 0.62 | 0.83 |
| 0.2 | 50 | 100 | 0 | 50 | 1.00 | 0.50 |
| 0.3 | 17 | 100 | 0 | 83 | 1.00 | 0.17 |
| 0.5 | 17 | 100 | 0 | 83 | 1.00 | 0.17 |
| 0.7 | 0 | 100 | 0 | 100 | 0 | 0 |
| 0.9 | 0 | 100 | 0 | 100 | 0 | 0 |
Notes. The scoring metrics are reported in Sect. 2.5.
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