Open Access
Table A.1
Parameters of the sampling strategy for each run of the PRF and the corresponding scores.
| ID | under_sample | over_sample | Nmemb | Nnon-memb | F1(%) | ROC_AUC(%) | PR_AUC(%) | MCC(%) |
|---|---|---|---|---|---|---|---|---|
| A | 0.50 | 0.01 | 2827 | 5654 | 99.81±0.13 | 99.90±0.06 | 99.81±0.13 | 99.71±0.19 |
| B | 0.75 | 0.005 | 1413 | 1884 | 99.70±0.22 | 99.77±0.19 | 99.72±0.19 | 99.48±0.39 |
| C | 0.50 | 0.002 | 565 | 1130 | 98.99±0.52 | 99.33±0.39 | 99.10±0.46 | 98.49±0.78 |
| D | 1.00 | 0.02 | 5654 | 5654 | 99.90±0.06 | 99.90±0.06 | 99.90±0.06 | 99.79±0.12 |
| E | 0.25 | 0.01 | 2827 | 11308 | 99.77±0.12 | 99.93±0.06 | 99.78±0.12 | 99.71±0.15 |
| F | 0.50 | 0.10 | 28271 | 56542 | 99.90±0.03 | 99.95±0.01 | 99.90±0.03 | 99.85±0.04 |
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