Skip to main content

Table 2 DREAM5 networks results

From: TIGRESS: Trustful Inference of Gene REgulation using Stability Selection

Method Network 1 Network 3 Network 4 Overall
  AUPR AUROC Score AUPR AUROC Score AUPR AUROC Score  
GENIE3 [20] 0.291 0.815 104.65 0.093 0.617 14.79 0.021 0.518 1.39 40.28
ANOVerence [37] 0.245 0.780 53.98 0.119 0.671 45.88 0.022 0.519 2.21 34.02
Naive TIGRESS 0.301 0.782 87.80 0.069 0.595 4.41 0.020 0.517 1.08 31.1
CLR [14] 0.255 0.773 55.02 0.075 0.590 5.29 0.021 0.516 1.07 20.46
ARACNE [13] 0.187 0.763 24.47 0.069 0.572 3.24 0.018 0.504 1.1e-4 9.24
TIGRESS 0.320 0.789 105.28 0.066 0.589 3.25 0.020 0.514 0.46 36.33
  1. AUPR, AUROC and minus the logarithm of related p-values for all DREAM5 Networks and state-of-the-art methods.