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Comparison between PC-lite and PriorPC on neutral edges. Neutral edges are edges which are not subjected to prior knowledge. The left subplot shows the AUPRC, while the right subplot shows the AUROC. The x-axis shows the performance of PC-lite, the y-axis the performance of PriorPC. Each datapoint corresponds to a different amount of edges with a true prior from 5 % to 80 %. For PriorPC, α=1. Results are comparable, overall neutral edges are not negatively affected by the prior
