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Evaluating GRN inferring methods on Human studies.
| Methods | Accuracy | Precision | Recall | MCC | AUC |
|---|---|---|---|---|---|
| SVM | 0.587 ± 0.000 | 0.576 ± 0.000 | 0.661 ± 0.000 | 0.177 ± 0.000 | 0.612 ± 0.000 |
| RF | 0.560 ± 0.000 | 0.593 ± 0.000 | 0.381 ± 0.000 | 0.128 ± 0.000 | 0.595 ± 0.000 |
| GRGNN | 0.828 ± 0.035 | 0.837 ± 0.022 | 0.849 ± 0.020 | 0.672 ± 0.055 | 0.933 ± 0.008 |
