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(color online) Reconstruction systematically varies with heterogeneities in in-degree, but not in out-degree.

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posted on 2017-10-20, 17:31 authored by Benedict J. Lünsmann, Christoph Kirst, Marc Timme

(a) AUC exhibits functional dependency on the variance of the in-degree distribution varin, regardless of the variance of the out-degree varout. Inset: Qualitative behavior is the same for differnet mean degrees. (b) No significant dependency of reconstruction quality on out-degree heterogeneity (network size N = 150 throughout, α = 1, Aij ∈ {0, 1}).

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