Figure 7
From: Bayesian inference of transition matrices from incomplete graph data with a topological prior
Effects of constraints on the downstream task of node ranking. From left to right, the panels show the results for wikispeedia, neural, ecosystem, flights, and powergrid networks. We measure performance with the Kendall Ï„ correlation between the ranking obtained from the ground truth and the inferred transition matrices. Error bars represent the 95% confidence interval (mostly too small to be visible). The positive impact of constraints on network inference translates to the node ranking task