51 lines
2.2 KiB
TeX
51 lines
2.2 KiB
TeX
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\begin{table}[!htb]
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\centering
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\caption{\label{tab:inference_results_iid}Inference results for $iid$}
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\begin{subtable}{\textwidth}
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\centering
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\caption{\label{subtab:ari_per_model_iid}Quality metrics for $iid$$\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 & 0.71 $\pm$ 0.01 & 0.7 $\pm$ 0.01 & 0.56 $\pm$ 0.02 & 0.54 $\pm$ 0.02\\
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0.09 & 0.96 & 0.96 & 0.9 $\pm$ 0.02 & 0.89 $\pm$ 0.02\\
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0.12 & 0.99 & 0.99 & 0.92 $\pm$ 0.02 & 0.91 $\pm$ 0.02\\
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\addlinespace
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0.15 & 1 & 0.99 & 0.92 $\pm$ 0.02 & 0.92 $\pm$ 0.02\\
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0.18 & 1 & 1 & 0.94 $\pm$ 0.02 & 0.94 $\pm$ 0.02\\
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0.21 & 1 & 1 & 0.93 $\pm$ 0.02 & 0.93 $\pm$ 0.02\\
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0.24 & 1 & 1 & 0.93 $\pm$ 0.02 & 0.93 $\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_iid}Bloc recovery for $iid$$\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 & 0.29 $\pm$ 0.04 & 0.71 $\pm$ 0.04 & 0 & 0.42 $\pm$ 0.05 & 0.57 $\pm$ 0.05 & 0.01 $\pm$ 0.01\\
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0.09 & 0 & 0.99 $\pm$ 0.01 & 0.01 $\pm$ 0.01 & 0 & 0.96 $\pm$ 0.02 & 0.04 $\pm$ 0.02\\
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0.12 & 0 & 0.94 $\pm$ 0.02 & 0.06 $\pm$ 0.02 & 0 & 0.91 $\pm$ 0.03 & 0.09 $\pm$ 0.03\\
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\addlinespace
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0.15 & 0 & 0.97 $\pm$ 0.02 & 0.03 $\pm$ 0.02 & 0 & 0.87 $\pm$ 0.03 & 0.13 $\pm$ 0.03\\
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0.18 & 0 & 0.94 $\pm$ 0.02 & 0.06 $\pm$ 0.02 & 0 & 0.93 $\pm$ 0.03 & 0.07 $\pm$ 0.03\\
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0.21 & 0 & 0.94 $\pm$ 0.02 & 0.06 $\pm$ 0.02 & 0 & 0.92 $\pm$ 0.03 & 0.08 $\pm$ 0.03\\
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0.24 & 0 & 0.93 $\pm$ 0.03 & 0.07 $\pm$ 0.03 & 0 & 0.93 $\pm$ 0.03 & 0.07 $\pm$ 0.03\\
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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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