diff --git a/rapport/chapter4-simulations/inference.tex b/rapport/chapter4-simulations/inference.tex index 1754cfc..ddfb310 100644 --- a/rapport/chapter4-simulations/inference.tex +++ b/rapport/chapter4-simulations/inference.tex @@ -43,7 +43,7 @@ $\mathcal{B}$ern-$BiSBM_{120,120}(Q_1 = 4, Q_2 = 4, \bm{\alpha}, \bm{\pi}^m, \bm{\rho}^m)$ with the previous parameters. Each network has 2 blocks in common and their connectivity structures encompass a mix of core-periphery, assortative -community and disassortative community structures, depending on which 3 of the 4 +community and dis-assortative community structures, depending on which 3 of the 4 blocks are selected for each network. $\eps[\alpha]$ represents the strength of these structures, the larger, the easier it is to tell apart one block from another. @@ -89,7 +89,7 @@ use the following indicators: All these quality indicators are averaged over the 108 datasets. The results are provided in the tables \ref{tab:per_model_sep} to \ref{tab:per_model_pirho}. Each line corresponds to the -108 datasets for a given value of value of $\eps[\alpha]$. +108 datasets for a given value of $\eps[\alpha]$. \begin{figure}[ht] \centering @@ -99,14 +99,14 @@ provided in the tables \ref{tab:per_model_sep} to \ref{tab:per_model_pirho}. Eac \label{fig:prop-modele-pref} \end{figure} -\foreach \modelname in {sep,iid,pi,rho,pirho}{ +\foreach \modelname in {sep, iid, pi, rho, pirho}{ \input{../tables/simulations/inference/\modelname.tex} } \paragraph{Results} For the model comparison, when $\eps[\alpha]$ is small ($\eps[\alpha]\in[0, .04]$), the simulation model is close to the -Erd\H{o}s-Reńyi network and it is very hard to find any structure beyond the one +Erd\H{o}s-Reńyi network, and it is very hard to find any structure beyond the one of a single block on each dimension. On the figure \ref{fig:inference-proportion-preferred} and table diff --git a/tables/simulations/inference/iid.tex b/tables/simulations/inference/iid.tex index af67e7b..77c705c 100644 --- a/tables/simulations/inference/iid.tex +++ b/tables/simulations/inference/iid.tex @@ -1,21 +1,22 @@ \begin{table}[!h] - +\centering \caption{\label{tab:per_model_iid}Quality metrics for $iid$$\text{-}colBiSBM$} \centering -\begin{tabular}[t]{rllllll} +\resizebox{\ifdim\width>\linewidth\linewidth\else\width\fi}{!}{ +\begin{tabular}[t]{rllllllllll} \toprule -$\eps[\alpha]$ & $\overline{\text{ARI}}_{1}$ & $\overline{\text{ARI}}_{2}$ & $\text{ARI}_{1}$ & $\text{ARI}_{2}$ & $\mathbbb{1}_{\widehat{Q_1}=Q_1}$ & $\mathbbb{1}_{\widehat{Q_2}=Q_2}$\\ +$\eps[\alpha]$ & $\overline{\text{ARI}}_{1}$ & $\overline{\text{ARI}}_{2}$ & $\text{ARI}_{1}$ & $\text{ARI}_{2}$ & $\mathbbb{1}_{\widehat{Q_1}Q_1}$ & $\mathbbb{1}_{\widehat{Q_2}Q_2}$\\ \midrule -0.00 & 0 & 0 & 0 & 0 & 0 & 0\\ -0.03 & 0.01 & 0.02 & 0.01 & 0.02 & 0 & 0\\ -0.06 & 0.7 $\pm$ 0.01 & 0.69 $\pm$ 0.01 & 0.55 $\pm$ 0.02 & 0.54 $\pm$ 0.02 & 0.61 $\pm$ 0.05 & 0.63 $\pm$ 0.05\\ -0.09 & 0.96 & 0.95 & 0.86 $\pm$ 0.02 & 0.85 $\pm$ 0.02 & 0.95 $\pm$ 0.02 & 0.96 $\pm$ 0.02\\ -0.12 & 0.99 & 0.99 & 0.9 $\pm$ 0.02 & 0.89 $\pm$ 0.02 & 0.95 $\pm$ 0.02 & 0.86 $\pm$ 0.03\\ +0.00 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 1 & 0 & 0\\ +0.03 & 0.01 & 0.01 & 0.01 & 0.01 & 1 & 0 & 0 & 1 & 0 & 0\\ +0.06 & 0.71 $\pm$ 0.01 & 0.7 $\pm$ 0.01 & 0.56 $\pm$ 0.02 & 0.54 $\pm$ 0.02 & 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\\ +0.09 & 0.96 & 0.96 & 0.9 $\pm$ 0.02 & 0.89 $\pm$ 0.02 & 0 & 0.99 $\pm$ 0.01 & 0.01 $\pm$ 0.01 & 0 & 0.96 $\pm$ 0.02 & 0.04 $\pm$ 0.02\\ +0.12 & 0.99 & 0.99 & 0.92 $\pm$ 0.02 & 0.91 $\pm$ 0.02 & 0 & 0.94 $\pm$ 0.02 & 0.06 $\pm$ 0.02 & 0 & 0.91 $\pm$ 0.03 & 0.09 $\pm$ 0.03\\ \addlinespace -0.15 & 1 & 0.99 & 0.91 $\pm$ 0.02 & 0.91 $\pm$ 0.02 & 0.94 $\pm$ 0.02 & 0.88 $\pm$ 0.03\\ -0.18 & 1 & 1 & 0.95 $\pm$ 0.01 & 0.94 $\pm$ 0.02 & 0.93 $\pm$ 0.03 & 0.97 $\pm$ 0.02\\ -0.21 & 1 & 1 & 0.94 $\pm$ 0.02 & 0.94 $\pm$ 0.02 & 0.94 $\pm$ 0.02 & 0.94 $\pm$ 0.02\\ -0.24 & 1 & 1 & 0.93 $\pm$ 0.02 & 0.92 $\pm$ 0.02 & 0.91 $\pm$ 0.03 & 0.92 $\pm$ 0.03\\ +0.15 & 1 & 0.99 & 0.92 $\pm$ 0.02 & 0.92 $\pm$ 0.02 & 0 & 0.97 $\pm$ 0.02 & 0.03 $\pm$ 0.02 & 0 & 0.87 $\pm$ 0.03 & 0.13 $\pm$ 0.03\\ +0.18 & 1 & 1 & 0.94 $\pm$ 0.02 & 0.94 $\pm$ 0.02 & 0 & 0.94 $\pm$ 0.02 & 0.06 $\pm$ 0.02 & 0 & 0.93 $\pm$ 0.03 & 0.07 $\pm$ 0.03\\ +0.21 & 1 & 1 & 0.93 $\pm$ 0.02 & 0.93 $\pm$ 0.02 & 0 & 0.94 $\pm$ 0.02 & 0.06 $\pm$ 0.02 & 0 & 0.92 $\pm$ 0.03 & 0.08 $\pm$ 0.03\\ +0.24 & 1 & 1 & 0.93 $\pm$ 0.02 & 0.93 $\pm$ 0.02 & 0 & 0.93 $\pm$ 0.03 & 0.07 $\pm$ 0.03 & 0 & 0.93 $\pm$ 0.03 & 0.07 $\pm$ 0.03\\ \bottomrule -\end{tabular} +\end{tabular}} \end{table} \ No newline at end of file diff --git a/tables/simulations/inference/pi.tex b/tables/simulations/inference/pi.tex index 155bcc8..0a43644 100644 --- a/tables/simulations/inference/pi.tex +++ b/tables/simulations/inference/pi.tex @@ -1,21 +1,22 @@ \begin{table}[!h] - +\centering \caption{\label{tab:per_model_pi}Quality metrics for $\pi$$\text{-}colBiSBM$} \centering -\begin{tabular}[t]{rllllll} +\resizebox{\ifdim\width>\linewidth\linewidth\else\width\fi}{!}{ +\begin{tabular}[t]{rllllllllll} \toprule -$\eps[\alpha]$ & $\overline{\text{ARI}}_{1}$ & $\overline{\text{ARI}}_{2}$ & $\text{ARI}_{1}$ & $\text{ARI}_{2}$ & $\mathbbb{1}_{\widehat{Q_1}=Q_1}$ & $\mathbbb{1}_{\widehat{Q_2}=Q_2}$\\ +$\eps[\alpha]$ & $\overline{\text{ARI}}_{1}$ & $\overline{\text{ARI}}_{2}$ & $\text{ARI}_{1}$ & $\text{ARI}_{2}$ & $\mathbbb{1}_{\widehat{Q_1}Q_1}$ & $\mathbbb{1}_{\widehat{Q_2}Q_2}$\\ \midrule -0.00 & 0 & 0 & 0 & 0 & 0 & 0\\ -0.03 & 0.01 & 0.02 & 0.01 & 0.01 & 0 & 0\\ -0.06 & 0.74 $\pm$ 0.01 & 0.71 $\pm$ 0.01 & 0.62 $\pm$ 0.02 & 0.58 $\pm$ 0.02 & 0.59 $\pm$ 0.05 & 0.64 $\pm$ 0.05\\ -0.09 & 0.97 & 0.95 & 0.87 $\pm$ 0.02 & 0.84 $\pm$ 0.02 & 0.71 $\pm$ 0.04 & 1\\ -0.12 & 1 & 0.98 & 0.91 $\pm$ 0.02 & 0.89 $\pm$ 0.02 & 0.73 $\pm$ 0.04 & 1\\ +0.00 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 1 & 0 & 0\\ +0.03 & 0.01 & 0.01 & 0.01 & 0.01 & 1 & 0 & 0 & 1 & 0 & 0\\ +0.06 & 0.74 $\pm$ 0.01 & 0.71 $\pm$ 0.01 & 0.64 $\pm$ 0.02 & 0.59 $\pm$ 0.02 & 0.1 $\pm$ 0.03 & 0.65 $\pm$ 0.05 & 0.25 $\pm$ 0.04 & 0.38 $\pm$ 0.05 & 0.62 $\pm$ 0.05 & 0\\ +0.09 & 0.97 & 0.95 & 0.87 $\pm$ 0.02 & 0.84 $\pm$ 0.02 & 0 & 0.69 $\pm$ 0.04 & 0.31 $\pm$ 0.04 & 0 & 1 & 0\\ +0.12 & 1 & 0.98 & 0.92 $\pm$ 0.02 & 0.91 $\pm$ 0.02 & 0 & 0.8 $\pm$ 0.04 & 0.2 $\pm$ 0.04 & 0 & 1 & 0\\ \addlinespace -0.15 & 1 & 0.99 & 0.93 $\pm$ 0.02 & 0.91 $\pm$ 0.02 & 0.84 $\pm$ 0.04 & 1\\ -0.18 & 1 & 0.99 & 0.94 $\pm$ 0.01 & 0.92 $\pm$ 0.02 & 0.85 $\pm$ 0.03 & 1\\ -0.21 & 1 & 0.99 & 0.91 $\pm$ 0.02 & 0.87 $\pm$ 0.03 & 0.81 $\pm$ 0.04 & 1\\ -0.24 & 1 & 0.99 & 0.93 $\pm$ 0.02 & 0.9 $\pm$ 0.02 & 0.83 $\pm$ 0.04 & 0.99 $\pm$ 0.01\\ +0.15 & 1 & 0.99 & 0.93 $\pm$ 0.02 & 0.89 $\pm$ 0.02 & 0 & 0.81 $\pm$ 0.04 & 0.19 $\pm$ 0.04 & 0 & 1 & 0\\ +0.18 & 1 & 0.99 & 0.95 $\pm$ 0.01 & 0.93 $\pm$ 0.02 & 0 & 0.88 $\pm$ 0.03 & 0.12 $\pm$ 0.03 & 0 & 1 & 0\\ +0.21 & 1 & 0.99 & 0.93 $\pm$ 0.02 & 0.9 $\pm$ 0.02 & 0 & 0.83 $\pm$ 0.04 & 0.17 $\pm$ 0.04 & 0 & 1 & 0\\ +0.24 & 1 & 0.99 & 0.95 $\pm$ 0.01 & 0.93 $\pm$ 0.02 & 0 & 0.88 $\pm$ 0.03 & 0.12 $\pm$ 0.03 & 0 & 1 & 0\\ \bottomrule -\end{tabular} +\end{tabular}} \end{table} \ No newline at end of file diff --git a/tables/simulations/inference/pirho.tex b/tables/simulations/inference/pirho.tex index d7139ee..0c27780 100644 --- a/tables/simulations/inference/pirho.tex +++ b/tables/simulations/inference/pirho.tex @@ -1,21 +1,22 @@ \begin{table}[!h] - +\centering \caption{\label{tab:per_model_pirho}Quality metrics for $\pi\rho$$\text{-}colBiSBM$} \centering -\begin{tabular}[t]{rllllll} +\resizebox{\ifdim\width>\linewidth\linewidth\else\width\fi}{!}{ +\begin{tabular}[t]{rllllllllll} \toprule -$\eps[\alpha]$ & $\overline{\text{ARI}}_{1}$ & $\overline{\text{ARI}}_{2}$ & $\text{ARI}_{1}$ & $\text{ARI}_{2}$ & $\mathbbb{1}_{\widehat{Q_1}=Q_1}$ & $\mathbbb{1}_{\widehat{Q_2}=Q_2}$\\ +$\eps[\alpha]$ & $\overline{\text{ARI}}_{1}$ & $\overline{\text{ARI}}_{2}$ & $\text{ARI}_{1}$ & $\text{ARI}_{2}$ & $\mathbbb{1}_{\widehat{Q_1}Q_1}$ & $\mathbbb{1}_{\widehat{Q_2}Q_2}$\\ \midrule -0.00 & 0 & 0 & 0 & 0 & 0 & 0\\ -0.03 & 0.01 & 0.01 & 0.01 & 0.02 & 0 & 0\\ -0.06 & 0.76 $\pm$ 0.01 & 0.75 $\pm$ 0.01 & 0.65 $\pm$ 0.02 & 0.64 $\pm$ 0.02 & 0.86 $\pm$ 0.03 & 0.83 $\pm$ 0.04\\ -0.09 & 0.97 & 0.97 & 0.91 $\pm$ 0.02 & 0.91 $\pm$ 0.02 & 0.9 $\pm$ 0.03 & 0.92 $\pm$ 0.03\\ -0.12 & 1 & 1 & 0.92 $\pm$ 0.02 & 0.91 $\pm$ 0.02 & 0.91 $\pm$ 0.03 & 0.86 $\pm$ 0.03\\ +0.00 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 1 & 0 & 0\\ +0.03 & 0.01 & 0.01 & 0.01 & 0.01 & 1 & 0 & 0 & 1 & 0 & 0\\ +0.06 & 0.76 $\pm$ 0.01 & 0.75 $\pm$ 0.01 & 0.66 $\pm$ 0.02 & 0.66 $\pm$ 0.02 & 0.1 $\pm$ 0.03 & 0.88 $\pm$ 0.03 & 0.02 $\pm$ 0.01 & 0.08 $\pm$ 0.03 & 0.86 $\pm$ 0.03 & 0.06 $\pm$ 0.02\\ +0.09 & 0.97 & 0.97 & 0.9 $\pm$ 0.02 & 0.89 $\pm$ 0.02 & 0 & 0.9 $\pm$ 0.03 & 0.1 $\pm$ 0.03 & 0 & 0.87 $\pm$ 0.03 & 0.13 $\pm$ 0.03\\ +0.12 & 1 & 0.99 & 0.93 $\pm$ 0.02 & 0.93 $\pm$ 0.02 & 0 & 0.9 $\pm$ 0.03 & 0.1 $\pm$ 0.03 & 0 & 0.9 $\pm$ 0.03 & 0.1 $\pm$ 0.03\\ \addlinespace -0.15 & 1 & 1 & 0.95 $\pm$ 0.02 & 0.94 $\pm$ 0.02 & 0.93 $\pm$ 0.03 & 0.91 $\pm$ 0.03\\ -0.18 & 1 & 1 & 0.91 $\pm$ 0.02 & 0.91 $\pm$ 0.02 & 0.87 $\pm$ 0.03 & 0.86 $\pm$ 0.03\\ -0.21 & 1 & 1 & 0.94 $\pm$ 0.02 & 0.94 $\pm$ 0.02 & 0.91 $\pm$ 0.03 & 0.93 $\pm$ 0.03\\ -0.24 & 1 & 1 & 0.93 $\pm$ 0.02 & 0.93 $\pm$ 0.02 & 0.9 $\pm$ 0.03 & 0.91 $\pm$ 0.03\\ +0.15 & 1 & 1 & 0.95 $\pm$ 0.01 & 0.94 $\pm$ 0.02 & 0 & 0.95 $\pm$ 0.02 & 0.05 $\pm$ 0.02 & 0 & 0.89 $\pm$ 0.03 & 0.11 $\pm$ 0.03\\ +0.18 & 1 & 1 & 0.95 $\pm$ 0.01 & 0.95 $\pm$ 0.02 & 0 & 0.93 $\pm$ 0.03 & 0.07 $\pm$ 0.03 & 0 & 0.91 $\pm$ 0.03 & 0.09 $\pm$ 0.03\\ +0.21 & 1 & 1 & 0.95 $\pm$ 0.01 & 0.94 $\pm$ 0.02 & 0 & 0.94 $\pm$ 0.02 & 0.06 $\pm$ 0.02 & 0 & 0.89 $\pm$ 0.03 & 0.11 $\pm$ 0.03\\ +0.24 & 1 & 1 & 0.94 $\pm$ 0.02 & 0.93 $\pm$ 0.02 & 0 & 0.94 $\pm$ 0.02 & 0.06 $\pm$ 0.02 & 0 & 0.88 $\pm$ 0.03 & 0.12 $\pm$ 0.03\\ \bottomrule -\end{tabular} +\end{tabular}} \end{table} \ No newline at end of file diff --git a/tables/simulations/inference/preferred.tex b/tables/simulations/inference/preferred.tex index 78e6528..b8375a1 100644 --- a/tables/simulations/inference/preferred.tex +++ b/tables/simulations/inference/preferred.tex @@ -1,21 +1,22 @@ \begin{table}[!h] - +\centering \caption{\label{tab:proportion-preferred-table}Proportions of models selected per \eps[\alpha] (data for Figure \ref{fig:inference-proportion-preferred})} \centering +\resizebox{\ifdim\width>\linewidth\linewidth\else\width\fi}{!}{ \begin{tabular}[t]{rccccc} \toprule \eps[\alpha] & $sep\text{-}BiSBM$ & $iid\text{-}colBiSBM$ & $\pi\text{-}colBiSBM$ & $\rho\text{-}colBiSBM$ & $\pi\rho\text{-}colBiSBM$\\ \midrule 0.00 & 1.00 & 0.00 & 0.00 & 0.00 & 0.00\\ -0.03 & 0.52 & 0.25 & 0.06 & 0.09 & 0.07\\ -0.06 & 0.01 & 0.04 & 0.13 & 0.06 & 0.77\\ -0.09 & 0.00 & 0.04 & 0.02 & 0.00 & 0.94\\ -0.12 & 0.00 & 0.04 & 0.00 & 0.00 & 0.96\\ +0.03 & 0.56 & 0.16 & 0.09 & 0.07 & 0.12\\ +0.06 & 0.00 & 0.02 & 0.12 & 0.06 & 0.81\\ +0.09 & 0.00 & 0.04 & 0.01 & 0.01 & 0.94\\ +0.12 & 0.00 & 0.06 & 0.00 & 0.00 & 0.94\\ \addlinespace -0.15 & 0.00 & 0.05 & 0.00 & 0.00 & 0.95\\ +0.15 & 0.00 & 0.03 & 0.00 & 0.00 & 0.97\\ 0.18 & 0.00 & 0.06 & 0.00 & 0.00 & 0.94\\ 0.21 & 0.00 & 0.05 & 0.00 & 0.00 & 0.95\\ -0.24 & 0.00 & 0.03 & 0.00 & 0.00 & 0.97\\ +0.24 & 0.00 & 0.06 & 0.00 & 0.00 & 0.94\\ \bottomrule -\end{tabular} +\end{tabular}} \end{table} \ No newline at end of file diff --git a/tables/simulations/inference/rho.tex b/tables/simulations/inference/rho.tex index d996814..797a426 100644 --- a/tables/simulations/inference/rho.tex +++ b/tables/simulations/inference/rho.tex @@ -1,21 +1,22 @@ \begin{table}[!h] - +\centering \caption{\label{tab:per_model_rho}Quality metrics for $\rho$$\text{-}colBiSBM$} \centering -\begin{tabular}[t]{rllllll} +\resizebox{\ifdim\width>\linewidth\linewidth\else\width\fi}{!}{ +\begin{tabular}[t]{rllllllllll} \toprule -$\eps[\alpha]$ & $\overline{\text{ARI}}_{1}$ & $\overline{\text{ARI}}_{2}$ & $\text{ARI}_{1}$ & $\text{ARI}_{2}$ & $\mathbbb{1}_{\widehat{Q_1}=Q_1}$ & $\mathbbb{1}_{\widehat{Q_2}=Q_2}$\\ +$\eps[\alpha]$ & $\overline{\text{ARI}}_{1}$ & $\overline{\text{ARI}}_{2}$ & $\text{ARI}_{1}$ & $\text{ARI}_{2}$ & $\mathbbb{1}_{\widehat{Q_1}Q_1}$ & $\mathbbb{1}_{\widehat{Q_2}Q_2}$\\ \midrule -0.00 & 0 & 0 & 0 & 0 & 0 & 0\\ -0.03 & 0.01 & 0.01 & 0.01 & 0.02 & 0 & 0\\ -0.06 & 0.72 $\pm$ 0.01 & 0.74 $\pm$ 0.01 & 0.57 $\pm$ 0.02 & 0.6 $\pm$ 0.02 & 0.61 $\pm$ 0.05 & 0.56 $\pm$ 0.05\\ -0.09 & 0.94 & 0.97 & 0.83 $\pm$ 0.02 & 0.85 $\pm$ 0.02 & 1 & 0.6 $\pm$ 0.05\\ -0.12 & 0.98 & 1 & 0.87 $\pm$ 0.02 & 0.9 $\pm$ 0.02 & 1 & 0.75 $\pm$ 0.04\\ +0.00 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 1 & 0 & 0\\ +0.03 & 0.01 & 0.01 & 0.01 & 0.01 & 1 & 0 & 0 & 1 & 0 & 0\\ +0.06 & 0.73 $\pm$ 0.01 & 0.76 $\pm$ 0.01 & 0.55 $\pm$ 0.02 & 0.58 $\pm$ 0.02 & 0.26 $\pm$ 0.04 & 0.74 $\pm$ 0.04 & 0 & 0.04 $\pm$ 0.02 & 0.58 $\pm$ 0.05 & 0.38 $\pm$ 0.05\\ +0.09 & 0.94 & 0.97 & 0.82 $\pm$ 0.02 & 0.85 $\pm$ 0.02 & 0 & 1 & 0 & 0 & 0.65 $\pm$ 0.05 & 0.35 $\pm$ 0.05\\ +0.12 & 0.97 & 0.99 & 0.84 $\pm$ 0.03 & 0.87 $\pm$ 0.02 & 0 & 1 & 0 & 0 & 0.68 $\pm$ 0.05 & 0.32 $\pm$ 0.05\\ \addlinespace -0.15 & 0.98 & 1 & 0.83 $\pm$ 0.03 & 0.88 $\pm$ 0.02 & 1 & 0.72 $\pm$ 0.04\\ -0.18 & 0.98 & 1 & 0.82 $\pm$ 0.03 & 0.87 $\pm$ 0.02 & 0.99 $\pm$ 0.01 & 0.71 $\pm$ 0.04\\ -0.21 & 0.98 & 1 & 0.87 $\pm$ 0.02 & 0.9 $\pm$ 0.02 & 1 & 0.77 $\pm$ 0.04\\ -0.24 & 0.98 & 1 & 0.84 $\pm$ 0.03 & 0.88 $\pm$ 0.02 & 1 & 0.72 $\pm$ 0.04\\ +0.15 & 0.98 & 1 & 0.88 $\pm$ 0.02 & 0.9 $\pm$ 0.02 & 0 & 1 & 0 & 0 & 0.78 $\pm$ 0.04 & 0.22 $\pm$ 0.04\\ +0.18 & 0.98 & 1 & 0.86 $\pm$ 0.03 & 0.89 $\pm$ 0.02 & 0 & 1 & 0 & 0 & 0.74 $\pm$ 0.04 & 0.26 $\pm$ 0.04\\ +0.21 & 0.97 & 1 & 0.81 $\pm$ 0.03 & 0.86 $\pm$ 0.02 & 0 & 1 & 0 & 0 & 0.69 $\pm$ 0.04 & 0.31 $\pm$ 0.04\\ +0.24 & 0.98 & 1 & 0.84 $\pm$ 0.03 & 0.88 $\pm$ 0.02 & 0 & 0.99 $\pm$ 0.01 & 0.01 $\pm$ 0.01 & 0 & 0.73 $\pm$ 0.04 & 0.27 $\pm$ 0.04\\ \bottomrule -\end{tabular} +\end{tabular}} \end{table} \ No newline at end of file diff --git a/tables/simulations/inference/sep.tex b/tables/simulations/inference/sep.tex index ea02a3d..aac2ed6 100644 --- a/tables/simulations/inference/sep.tex +++ b/tables/simulations/inference/sep.tex @@ -1,21 +1,22 @@ \begin{table}[!h] - +\centering \caption{\label{tab:per_model_sep}Quality metrics for $sep\text{-}BiSBM$} \centering +\resizebox{\ifdim\width>\linewidth\linewidth\else\width\fi}{!}{ \begin{tabular}[t]{rllll} \toprule $\eps[\alpha]$ & $\overline{\text{ARI}}_{1}$ & $\overline{\text{ARI}}_{2}$ & $\text{ARI}_{1}$ & $\text{ARI}_{2}$\\ \midrule 0.00 & 0 & 0 & 0 & 0\\ 0.03 & 0.01 & 0.02 & 0.02 & 0.02\\ -0.06 & 0.69 $\pm$ 0.02 & 0.68 $\pm$ 0.02 & 0.38 $\pm$ 0.02 & 0.36 $\pm$ 0.02\\ -0.09 & 0.97 & 0.96 & 0.55 $\pm$ 0.02 & 0.52 $\pm$ 0.02\\ -0.12 & 1 & 1 & 0.51 $\pm$ 0.02 & 0.52 $\pm$ 0.02\\ +0.06 & 0.69 $\pm$ 0.01 & 0.68 $\pm$ 0.01 & 0.38 $\pm$ 0.02 & 0.38 $\pm$ 0.02\\ +0.09 & 0.97 & 0.97 & 0.53 $\pm$ 0.02 & 0.52 $\pm$ 0.02\\ +0.12 & 1 & 0.99 & 0.53 $\pm$ 0.02 & 0.52 $\pm$ 0.02\\ \addlinespace -0.15 & 1 & 1 & 0.54 $\pm$ 0.02 & 0.54 $\pm$ 0.02\\ -0.18 & 1 & 1 & 0.56 $\pm$ 0.02 & 0.54 $\pm$ 0.02\\ -0.21 & 1 & 1 & 0.56 $\pm$ 0.02 & 0.57 $\pm$ 0.02\\ -0.24 & 1 & 1 & 0.57 $\pm$ 0.02 & 0.57 $\pm$ 0.02\\ +0.15 & 1 & 1 & 0.57 $\pm$ 0.02 & 0.53 $\pm$ 0.02\\ +0.18 & 1 & 1 & 0.55 $\pm$ 0.02 & 0.55 $\pm$ 0.02\\ +0.21 & 1 & 1 & 0.58 $\pm$ 0.02 & 0.52 $\pm$ 0.02\\ +0.24 & 1 & 1 & 0.57 $\pm$ 0.02 & 0.54 $\pm$ 0.02\\ \bottomrule -\end{tabular} +\end{tabular}} \end{table} \ No newline at end of file