Network + reconstruction method | TP | TN | FP | FN | AUROC | AUPR |
---|---|---|---|---|---|---|
Network 1 (176 edges) | ||||||
-perturbation graph | 114 | 9467 | 257 | 62 | 0.8851 | 0.5138 |
-perturbation graph + Cutter-u | 107 | 9532 | 192 | 69 | 0.8848 | 0.5082 |
-perturbation graph + Transwesd | 108 | 9547 | 177 | 68 | 0.8854 | 0.5366 |
-perturbation graph + Cutter-w | 109 | 9582 | 142 | 67 | 0.8857 | 0.5475 |
Network 2 (249 edges) | ||||||
-perturbation graph | 106 | 9389 | 262 | 143 | 0.7877 | 0.3577 |
-perturbation graph + Cutter-u | 98 | 9411 | 240 | 151 | 0.7871 | 0.3455 |
-perturbation graph + Transwesd | 92 | 9473 | 178 | 157 | 0.7874 | 0.3636 |
-perturbation graph + Cutter-w | 85 | 9516 | 135 | 164 | 0.7874 | 0.3604 |
Network 3 (195 edges) | ||||||
-perturbation graph | 93 | 9446 | 259 | 102 | 0.8490 | 0.3353 |
-perturbation graph + Cutter-u | 91 | 9451 | 254 | 104 | 0.8488 | 0.3313 |
-perturbation graph + Transwesd | 90 | 9543 | 162 | 105 | 0.8495 | 0.3574 |
-perturbation graph + Cutter-w | 89 | 9563 | 142 | 106 | 0.8496 | 0.3673 |
Network 4 (211 edges) | ||||||
-perturbation graph | 112 | 9403 | 286 | 99 | 0.8474 | 0.3932 |
-perturbation graph + Cutter-u | 111 | 9418 | 271 | 100 | 0.8474 | 0.3938 |
-perturbation graph + Transwesd | 101 | 9510 | 179 | 110 | 0.8478 | 0.4214 |
-perturbation graph + Cutter-w | 96 | 9538 | 151 | 115 | 0.8477 | 0.4201 |
Network 5 (193 edges) | ||||||
-perturbation graph | 66 | 9230 | 477 | 127 | 0.7667 | 0.1580 |
-perturbation graph + Cutter-u | 66 | 9230 | 477 | 127 | 0.7667 | 0.1580 |
-perturbation graph + Transwesd | 56 | 9409 | 298 | 137 | 0.7665 | 0.1653 |
-perturbation graph + Cutter-w | 52 | 9495 | 212 | 141 | 0.7666 | 0.1661 |