51 lines
2 KiB
TeX
51 lines
2 KiB
TeX
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\begin{table}[H]
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\centering
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\caption{\label{tab:inference_results_pi}Inference results for $\pi$}
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\begin{subtable}{\textwidth}
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\centering
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\caption{\label{subtab:ari_per_model_pi}Quality metrics for $\pi$$\text{-colBiSBM}$}
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\centering
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\resizebox{\ifdim\width>\linewidth\linewidth\else\width\fi}{!}{
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\begin{tabular}[t]{rllll}
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\toprule
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$\eps[\alpha]$ & $\overline{\text{ARI}}_{1}$ & $\overline{\text{ARI}}_{2}$ & $\text{ARI}_{1}$ & $\text{ARI}_{2}$\\
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\midrule
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0.00 & 0 & 0 & 0 & 0\\
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0.03 & 0.01 & 0.01 & 0.01 & 0.01\\
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0.06 & 0.74 $\pm$ 0.01 & 0.71 $\pm$ 0.01 & 0.63 $\pm$ 0.02 & 0.58 $\pm$ 0.02\\
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0.09 & 0.97 & 0.94 & 0.86 $\pm$ 0.02 & 0.83 $\pm$ 0.02\\
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0.12 & 1 & 0.98 & 0.9 $\pm$ 0.02 & 0.87 $\pm$ 0.02\\
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\addlinespace
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0.15 & 1 & 0.99 & 0.91 $\pm$ 0.02 & 0.88 $\pm$ 0.02\\
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0.18 & 1 & 0.98 & 0.9 $\pm$ 0.02 & 0.87 $\pm$ 0.02\\
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0.21 & 1 & 0.99 & 0.91 $\pm$ 0.02 & 0.88 $\pm$ 0.02\\
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0.24 & 1 & 0.99 & 0.95 $\pm$ 0.01 & 0.92 $\pm$ 0.02\\
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\bottomrule
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\end{tabular}}
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\end{subtable}
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\begin{subtable}{\textwidth}
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\centering
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\caption{\label{subtab:blocrecov_per_model_pi}Bloc recovery for $\pi$$\text{-colBiSBM}$}
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\centering
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\resizebox{\ifdim\width>\linewidth\linewidth\else\width\fi}{!}{
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\begin{tabular}[t]{rllllll}
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\toprule
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$\eps[\alpha]$ & $\mathbbb{1}_{\widehat{Q_1}<Q_1}$ & $\mathbbb{1}_{\widehat{Q_1}=Q_1}$ & $\mathbbb{1}_{\widehat{Q_1}>Q_1}$ & $\mathbbb{1}_{\widehat{Q_2}<Q_2}$ & $\mathbbb{1}_{\widehat{Q_2}=Q_2}$ & $\mathbbb{1}_{\widehat{Q_2}>Q_2}$\\
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\midrule
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0.00 & 1 & 0 & 0 & 1 & 0 & 0\\
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0.03 & 1 & 0 & 0 & 1 & 0 & 0\\
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0.06 & 0.09 $\pm$ 0.03 & 0.64 $\pm$ 0.05 & 0.27 $\pm$ 0.04 & 0.36 $\pm$ 0.05 & 0.64 $\pm$ 0.05 & 0\\
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0.09 & 0 & 0.63 $\pm$ 0.05 & 0.37 $\pm$ 0.05 & 0 & 1 & 0\\
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0.12 & 0 & 0.76 $\pm$ 0.04 & 0.24 $\pm$ 0.04 & 0 & 1 & 0\\
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\addlinespace
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0.15 & 0 & 0.8 $\pm$ 0.04 & 0.2 $\pm$ 0.04 & 0 & 1 & 0\\
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0.18 & 0 & 0.77 $\pm$ 0.04 & 0.23 $\pm$ 0.04 & 0 & 1 & 0\\
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0.21 & 0 & 0.81 $\pm$ 0.04 & 0.19 $\pm$ 0.04 & 0 & 1 & 0\\
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0.24 & 0 & 0.87 $\pm$ 0.03 & 0.13 $\pm$ 0.03 & 0 & 1 & 0\\
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\bottomrule
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\end{tabular}}
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\end{subtable}
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\end{table}
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