Table 1. AUPRs for the DREAM4 Networks.
Size 10 Networks |
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---|---|---|---|---|---|---|---|
BGRMI | Jump3 | GENIE3 | CLR | Inferelator | ScanBMA | G1DBN | |
Net1 | 0.635 | 0.498 | 0.555 | 0.465 | 0.643 | — | 0.564 |
Net2 | 0.524 | 0.396 | 0.351 | 0.447 | 0.443 | — | 0.392 |
Net3 | 0.566 | 0.44 | 0.407 | 0.414 | 0.509 | — | 0.499 |
Net4 | 0.751 | 0.584 | 0.519 | 0.555 | 0.653 | — | 0.76 |
Net5 | 0.615 | 0.646 | 0.787 | 0.885 | 0.637 | — | 0.77 |
Average | 0.618 | 0.513 | 0.524 | 0.553 | 0.577 | 0.505 | 0.597 |
Net 1 | 0.245 | 0.27 | 0.228 | 0.179 | 0.126 | — | 0.089 |
Net2 | 0.118 | 0.11 | 0.096 | 0.109 | 0.101 | — | 0.055 |
Net3 | 0.185 | 0.2 | 0.23 | 0.238 | 0.198 | — | 0.155 |
Net4 | 0.213 | 0.18 | 0.157 | 0.154 | 0.147 | — | 0.153 |
Net5 | 0.154 | 0.174 | 0.168 | 0.163 | 0.148 | — | 0.117 |
Average | 0.184 | 0.187 | 0.176 | 0.167 | 0.144 | 0.101 | 0.114 |
Overall average | |||||||
All Nets | 0.401 | 0.35 | 0.35 | 0.36 | 0.3605 | 0.303 | 0.3555 |
The numbers in bold represent the best performer. The authors of the scanBMA algorithm published only the average AUPR for size 10 and size 100 category, therefore we showed only the average AUPRs for scanBMA.