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twistedcubic
commented on July 24, 2024
@sillysun the two reasons you listed could be the reason. The construction of graphs, edge removal, as well as permutation are done here.
Note that for some graph structures, removal of edges naturally makes the two graphs before and after dissimilar, therefore the ground truth normalized MI should not be close to 1. In the paper, we use the NMI as a measure to show commensurability between GOT and COPT when the numbers of nodes of the two graphs are equal, and indeed your results show the same.
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