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This article studies the asymptotic behavior of mean partitions in consensus clustering. We show that the mean partition approach is consistent and asymptotic normal under mild assumptions. To derive both results, we represent partitions as points of some geometric space, called orbit space. Then we draw on results from the theory of Fréchet means and stochastic programming. The asymptotic properties...
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