Figure 10
From: Bayesian inference of transition matrices from incomplete graph data with a topological prior
Effects of constraints on the downstream task of clustering. From left to right, the panels show the results for wikispeedia, neural, ecosystem, flights, and powergrid networks. We measure performance with the Adjusted Mutual Information (AMI) between the clusters obtained from the ground truth and the inferred transition matrices. Error bars represent the 95% confidence interval. The positive impact of constraints on network inference translates to the clustering task