AUC Values for Simulated Data. AUC values for different noise levels and different numbers of time points used for network reconstruction. The standard deviation of the noise was varied from σ = 0 to σ = 0.3, the number of time points from T = 10 to T = 200. The plots show (a) AUC values under the ROC curve and (b) AUC values for PR curves for varying T and σ. The blue surface indicates the AUCROC and AUCPR values that would follow for random guessing.