Fig. 3: Effect of random flipping ratio f on reconstruction performance for synthetic and real-world simplicial complexes. | Nature Communications

Fig. 3: Effect of random flipping ratio f on reconstruction performance for synthetic and real-world simplicial complexes.

From: Full reconstruction of simplicial complexes from binary contagion and Ising data

Fig. 3

Shown is the F1 score for (a) random simplicial complex (ERSC), (b) scale-free simplicial complex (SFSC), (c) small-world simplicial complex (SWSC), (d) Thiers12, (e) InVS15, and (f) LyonSchool. The blue squares and red circles demonstrate the reconstruction performance of two-body and three-body connections, respectively. The parameter values for the synthetic simplicial complexes are N = 200, k1 = 12, k2 = 4, T = 10,000, α = 0.8, ω = 2.4, ρ0 = 0.2, and μ = 1. For the real-world simplicial complexes, the parameter values are T = 20,000, α = 0.3, ω = 1, ρ0 = 0.2, and μ = 1. Each data point is the result of averaging over ten realizations.

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