Fig. 4. (a) Example network with |$K =...

Fig. 4.

$(a) Example network with $K = 8$ groups and variance $\sigma ^2 = 0.15$. (b) Approximate marginal log-likelihood $\mathcal {G}$ for each model as a function of $K$. (c) NMI between the fitted model and the true planted structure as a function of $K$. Each data series lines in (b,c) corresponds to a different choice of variance $\sigma ^{2}$ in edge weights. Results are averaged over 20 trials and the error bars are the standard errors.$

(a) Example network with |$K = 8$| groups and variance |$\sigma ^2 = 0.15$|⁠. (b) Approximate marginal log-likelihood |$\mathcal {G}$| for each model as a function of |$K$|⁠. (c) NMI between the fitted model and the true planted structure as a function of |$K$|⁠. Each data series lines in (b,c) corresponds to a different choice of variance |$\sigma ^{2}$| in edge weights. Results are averaged over 20 trials and the error bars are the standard errors.

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