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rapport : updating figures

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Louis Lacoste 2024-07-17 22:48:19 +02:00
parent d7ebb53a17
commit 60f4567d4e
10 changed files with 3016 additions and 297 deletions
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28
tables/simulations/inference/iid.tex
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@ -13,14 +13,14 @@ $\eps[\alpha]$ & $\overline{\text{ARI}}_{1}$ & $\overline{\text{ARI}}_{2}$ & $\t
\midrule \midrule
0.00 & 0 & 0 & 0 & 0\\ 0.00 & 0 & 0 & 0 & 0\\
0.03 & 0.01 & 0.01 & 0.01 & 0.01\\ 0.03 & 0.01 & 0.01 & 0.01 & 0.01\\
0.06 & 0.71 $\pm$ 0.01 & 0.7 $\pm$ 0.01 & 0.56 $\pm$ 0.02 & 0.54 $\pm$ 0.02\\ 0.06 & 0.68 $\pm$ 0.01 & 0.68 $\pm$ 0.01 & 0.57 $\pm$ 0.02 & 0.56 $\pm$ 0.02\\
0.09 & 0.96 & 0.96 & 0.9 $\pm$ 0.02 & 0.89 $\pm$ 0.02\\ 0.09 & 0.96 & 0.95 & 0.87 $\pm$ 0.02 & 0.86 $\pm$ 0.02\\
0.12 & 0.99 & 0.99 & 0.92 $\pm$ 0.02 & 0.91 $\pm$ 0.02\\ 0.12 & 0.99 & 0.99 & 0.9 $\pm$ 0.02 & 0.9 $\pm$ 0.02\\
\addlinespace \addlinespace
0.15 & 1 & 0.99 & 0.92 $\pm$ 0.02 & 0.92 $\pm$ 0.02\\ 0.15 & 0.99 & 0.99 & 0.92 $\pm$ 0.02 & 0.92 $\pm$ 0.02\\
0.18 & 1 & 1 & 0.94 $\pm$ 0.02 & 0.94 $\pm$ 0.02\\ 0.18 & 1 & 1 & 0.93 $\pm$ 0.02 & 0.92 $\pm$ 0.02\\
0.21 & 1 & 1 & 0.93 $\pm$ 0.02 & 0.93 $\pm$ 0.02\\ 0.21 & 1 & 1 & 0.91 $\pm$ 0.02 & 0.91 $\pm$ 0.02\\
0.24 & 1 & 1 & 0.93 $\pm$ 0.02 & 0.93 $\pm$ 0.02\\ 0.24 & 1 & 1 & 0.95 $\pm$ 0.01 & 0.95 $\pm$ 0.02\\
\bottomrule \bottomrule
\end{tabular}} \end{tabular}}
\end{subtable} \end{subtable}
@ -36,14 +36,14 @@ $\eps[\alpha]$ & $\mathbbb{1}_{\widehat{Q_1}<Q_1}$ & $\mathbbb{1}_{\widehat{Q_1}
\midrule \midrule
0.00 & 1 & 0 & 0 & 1 & 0 & 0\\ 0.00 & 1 & 0 & 0 & 1 & 0 & 0\\
0.03 & 1 & 0 & 0 & 1 & 0 & 0\\ 0.03 & 1 & 0 & 0 & 1 & 0 & 0\\
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\\ 0.06 & 0.31 $\pm$ 0.04 & 0.69 $\pm$ 0.04 & 0 & 0.45 $\pm$ 0.05 & 0.55 $\pm$ 0.05 & 0\\
0.09 & 0 & 0.99 $\pm$ 0.01 & 0.01 $\pm$ 0.01 & 0 & 0.96 $\pm$ 0.02 & 0.04 $\pm$ 0.02\\ 0.09 & 0 & 0.96 $\pm$ 0.02 & 0.04 $\pm$ 0.02 & 0 & 0.98 $\pm$ 0.01 & 0.02 $\pm$ 0.01\\
0.12 & 0 & 0.94 $\pm$ 0.02 & 0.06 $\pm$ 0.02 & 0 & 0.91 $\pm$ 0.03 & 0.09 $\pm$ 0.03\\ 0.12 & 0 & 0.88 $\pm$ 0.03 & 0.12 $\pm$ 0.03 & 0 & 0.94 $\pm$ 0.02 & 0.06 $\pm$ 0.02\\
\addlinespace \addlinespace
0.15 & 0 & 0.97 $\pm$ 0.02 & 0.03 $\pm$ 0.02 & 0 & 0.87 $\pm$ 0.03 & 0.13 $\pm$ 0.03\\ 0.15 & 0 & 0.94 $\pm$ 0.02 & 0.06 $\pm$ 0.02 & 0 & 0.91 $\pm$ 0.03 & 0.09 $\pm$ 0.03\\
0.18 & 0 & 0.94 $\pm$ 0.02 & 0.06 $\pm$ 0.02 & 0 & 0.93 $\pm$ 0.03 & 0.07 $\pm$ 0.03\\ 0.18 & 0 & 0.92 $\pm$ 0.03 & 0.08 $\pm$ 0.03 & 0 & 0.94 $\pm$ 0.02 & 0.06 $\pm$ 0.02\\
0.21 & 0 & 0.94 $\pm$ 0.02 & 0.06 $\pm$ 0.02 & 0 & 0.92 $\pm$ 0.03 & 0.08 $\pm$ 0.03\\ 0.21 & 0 & 0.88 $\pm$ 0.03 & 0.12 $\pm$ 0.03 & 0 & 0.88 $\pm$ 0.03 & 0.12 $\pm$ 0.03\\
0.24 & 0 & 0.93 $\pm$ 0.03 & 0.07 $\pm$ 0.03 & 0 & 0.93 $\pm$ 0.03 & 0.07 $\pm$ 0.03\\ 0.24 & 0 & 0.94 $\pm$ 0.02 & 0.06 $\pm$ 0.02 & 0 & 0.97 $\pm$ 0.02 & 0.03 $\pm$ 0.02\\
\bottomrule \bottomrule
\end{tabular}} \end{tabular}}
\end{subtable} \end{subtable}

28
tables/simulations/inference/pi.tex
View file

@ -13,14 +13,14 @@ $\eps[\alpha]$ & $\overline{\text{ARI}}_{1}$ & $\overline{\text{ARI}}_{2}$ & $\t
\midrule \midrule
0.00 & 0 & 0 & 0 & 0\\ 0.00 & 0 & 0 & 0 & 0\\
0.03 & 0.01 & 0.01 & 0.01 & 0.01\\ 0.03 & 0.01 & 0.01 & 0.01 & 0.01\\
0.06 & 0.74 $\pm$ 0.01 & 0.71 $\pm$ 0.01 & 0.64 $\pm$ 0.02 & 0.59 $\pm$ 0.02\\ 0.06 & 0.74 $\pm$ 0.01 & 0.71 $\pm$ 0.01 & 0.63 $\pm$ 0.02 & 0.58 $\pm$ 0.02\\
0.09 & 0.97 & 0.95 & 0.87 $\pm$ 0.02 & 0.84 $\pm$ 0.02\\ 0.09 & 0.97 & 0.94 & 0.86 $\pm$ 0.02 & 0.83 $\pm$ 0.02\\
0.12 & 1 & 0.98 & 0.92 $\pm$ 0.02 & 0.91 $\pm$ 0.02\\ 0.12 & 1 & 0.98 & 0.9 $\pm$ 0.02 & 0.87 $\pm$ 0.02\\
\addlinespace \addlinespace
0.15 & 1 & 0.99 & 0.93 $\pm$ 0.02 & 0.89 $\pm$ 0.02\\ 0.15 & 1 & 0.99 & 0.91 $\pm$ 0.02 & 0.88 $\pm$ 0.02\\
0.18 & 1 & 0.99 & 0.95 $\pm$ 0.01 & 0.93 $\pm$ 0.02\\ 0.18 & 1 & 0.98 & 0.9 $\pm$ 0.02 & 0.87 $\pm$ 0.02\\
0.21 & 1 & 0.99 & 0.93 $\pm$ 0.02 & 0.9 $\pm$ 0.02\\ 0.21 & 1 & 0.99 & 0.91 $\pm$ 0.02 & 0.88 $\pm$ 0.02\\
0.24 & 1 & 0.99 & 0.95 $\pm$ 0.01 & 0.93 $\pm$ 0.02\\ 0.24 & 1 & 0.99 & 0.95 $\pm$ 0.01 & 0.92 $\pm$ 0.02\\
\bottomrule \bottomrule
\end{tabular}} \end{tabular}}
\end{subtable} \end{subtable}
@ -36,14 +36,14 @@ $\eps[\alpha]$ & $\mathbbb{1}_{\widehat{Q_1}<Q_1}$ & $\mathbbb{1}_{\widehat{Q_1}
\midrule \midrule
0.00 & 1 & 0 & 0 & 1 & 0 & 0\\ 0.00 & 1 & 0 & 0 & 1 & 0 & 0\\
0.03 & 1 & 0 & 0 & 1 & 0 & 0\\ 0.03 & 1 & 0 & 0 & 1 & 0 & 0\\
0.06 & 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\\ 0.06 & 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\\
0.09 & 0 & 0.69 $\pm$ 0.04 & 0.31 $\pm$ 0.04 & 0 & 1 & 0\\ 0.09 & 0 & 0.63 $\pm$ 0.05 & 0.37 $\pm$ 0.05 & 0 & 1 & 0\\
0.12 & 0 & 0.8 $\pm$ 0.04 & 0.2 $\pm$ 0.04 & 0 & 1 & 0\\ 0.12 & 0 & 0.76 $\pm$ 0.04 & 0.24 $\pm$ 0.04 & 0 & 1 & 0\\
\addlinespace \addlinespace
0.15 & 0 & 0.81 $\pm$ 0.04 & 0.19 $\pm$ 0.04 & 0 & 1 & 0\\ 0.15 & 0 & 0.8 $\pm$ 0.04 & 0.2 $\pm$ 0.04 & 0 & 1 & 0\\
0.18 & 0 & 0.88 $\pm$ 0.03 & 0.12 $\pm$ 0.03 & 0 & 1 & 0\\ 0.18 & 0 & 0.77 $\pm$ 0.04 & 0.23 $\pm$ 0.04 & 0 & 1 & 0\\
0.21 & 0 & 0.83 $\pm$ 0.04 & 0.17 $\pm$ 0.04 & 0 & 1 & 0\\ 0.21 & 0 & 0.81 $\pm$ 0.04 & 0.19 $\pm$ 0.04 & 0 & 1 & 0\\
0.24 & 0 & 0.88 $\pm$ 0.03 & 0.12 $\pm$ 0.03 & 0 & 1 & 0\\ 0.24 & 0 & 0.87 $\pm$ 0.03 & 0.13 $\pm$ 0.03 & 0 & 1 & 0\\
\bottomrule \bottomrule
\end{tabular}} \end{tabular}}
\end{subtable} \end{subtable}

28
tables/simulations/inference/pirho.tex
View file

@ -13,14 +13,14 @@ $\eps[\alpha]$ & $\overline{\text{ARI}}_{1}$ & $\overline{\text{ARI}}_{2}$ & $\t
\midrule \midrule
0.00 & 0 & 0 & 0 & 0\\ 0.00 & 0 & 0 & 0 & 0\\
0.03 & 0.01 & 0.01 & 0.01 & 0.01\\ 0.03 & 0.01 & 0.01 & 0.01 & 0.01\\
0.06 & 0.76 $\pm$ 0.01 & 0.75 $\pm$ 0.01 & 0.66 $\pm$ 0.02 & 0.66 $\pm$ 0.02\\ 0.06 & 0.75 $\pm$ 0.01 & 0.73 $\pm$ 0.01 & 0.67 $\pm$ 0.02 & 0.65 $\pm$ 0.02\\
0.09 & 0.97 & 0.97 & 0.9 $\pm$ 0.02 & 0.89 $\pm$ 0.02\\ 0.09 & 0.97 & 0.97 & 0.9 $\pm$ 0.02 & 0.9 $\pm$ 0.02\\
0.12 & 1 & 0.99 & 0.93 $\pm$ 0.02 & 0.93 $\pm$ 0.02\\ 0.12 & 1 & 0.99 & 0.92 $\pm$ 0.02 & 0.92 $\pm$ 0.02\\
\addlinespace \addlinespace
0.15 & 1 & 1 & 0.95 $\pm$ 0.01 & 0.94 $\pm$ 0.02\\ 0.15 & 1 & 1 & 0.92 $\pm$ 0.02 & 0.92 $\pm$ 0.02\\
0.18 & 1 & 1 & 0.95 $\pm$ 0.01 & 0.95 $\pm$ 0.02\\ 0.18 & 1 & 1 & 0.95 $\pm$ 0.01 & 0.95 $\pm$ 0.01\\
0.21 & 1 & 1 & 0.95 $\pm$ 0.01 & 0.94 $\pm$ 0.02\\ 0.21 & 1 & 1 & 0.94 $\pm$ 0.02 & 0.93 $\pm$ 0.02\\
0.24 & 1 & 1 & 0.94 $\pm$ 0.02 & 0.93 $\pm$ 0.02\\ 0.24 & 1 & 1 & 0.91 $\pm$ 0.02 & 0.91 $\pm$ 0.02\\
\bottomrule \bottomrule
\end{tabular}} \end{tabular}}
\end{subtable} \end{subtable}
@ -36,14 +36,14 @@ $\eps[\alpha]$ & $\mathbbb{1}_{\widehat{Q_1}<Q_1}$ & $\mathbbb{1}_{\widehat{Q_1}
\midrule \midrule
0.00 & 1 & 0 & 0 & 1 & 0 & 0\\ 0.00 & 1 & 0 & 0 & 1 & 0 & 0\\
0.03 & 1 & 0 & 0 & 1 & 0 & 0\\ 0.03 & 1 & 0 & 0 & 1 & 0 & 0\\
0.06 & 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\\ 0.06 & 0.1 $\pm$ 0.03 & 0.88 $\pm$ 0.03 & 0.02 $\pm$ 0.01 & 0.11 $\pm$ 0.03 & 0.89 $\pm$ 0.03 & 0\\
0.09 & 0 & 0.9 $\pm$ 0.03 & 0.1 $\pm$ 0.03 & 0 & 0.87 $\pm$ 0.03 & 0.13 $\pm$ 0.03\\ 0.09 & 0 & 0.92 $\pm$ 0.03 & 0.08 $\pm$ 0.03 & 0 & 0.88 $\pm$ 0.03 & 0.12 $\pm$ 0.03\\
0.12 & 0 & 0.9 $\pm$ 0.03 & 0.1 $\pm$ 0.03 & 0 & 0.9 $\pm$ 0.03 & 0.1 $\pm$ 0.03\\ 0.12 & 0 & 0.9 $\pm$ 0.03 & 0.1 $\pm$ 0.03 & 0 & 0.89 $\pm$ 0.03 & 0.11 $\pm$ 0.03\\
\addlinespace \addlinespace
0.15 & 0 & 0.95 $\pm$ 0.02 & 0.05 $\pm$ 0.02 & 0 & 0.89 $\pm$ 0.03 & 0.11 $\pm$ 0.03\\ 0.15 & 0 & 0.87 $\pm$ 0.03 & 0.13 $\pm$ 0.03 & 0 & 0.9 $\pm$ 0.03 & 0.1 $\pm$ 0.03\\
0.18 & 0 & 0.93 $\pm$ 0.03 & 0.07 $\pm$ 0.03 & 0 & 0.91 $\pm$ 0.03 & 0.09 $\pm$ 0.03\\ 0.18 & 0 & 0.94 $\pm$ 0.02 & 0.06 $\pm$ 0.02 & 0 & 0.93 $\pm$ 0.03 & 0.07 $\pm$ 0.03\\
0.21 & 0 & 0.94 $\pm$ 0.02 & 0.06 $\pm$ 0.02 & 0 & 0.89 $\pm$ 0.03 & 0.11 $\pm$ 0.03\\ 0.21 & 0 & 0.93 $\pm$ 0.03 & 0.07 $\pm$ 0.03 & 0 & 0.88 $\pm$ 0.03 & 0.12 $\pm$ 0.03\\
0.24 & 0 & 0.94 $\pm$ 0.02 & 0.06 $\pm$ 0.02 & 0 & 0.88 $\pm$ 0.03 & 0.12 $\pm$ 0.03\\ 0.24 & 0 & 0.87 $\pm$ 0.03 & 0.13 $\pm$ 0.03 & 0 & 0.86 $\pm$ 0.03 & 0.14 $\pm$ 0.03\\
\bottomrule \bottomrule
\end{tabular}} \end{tabular}}
\end{subtable} \end{subtable}

14
tables/simulations/inference/preferred.tex
View file

@ -8,15 +8,15 @@
\eps[\alpha] & $sep\text{-}BiSBM$ & $iid\text{-}colBiSBM$ & $\pi\text{-}colBiSBM$ & $\rho\text{-}colBiSBM$ & $\pi\rho\text{-}colBiSBM$\\ \eps[\alpha] & $sep\text{-}BiSBM$ & $iid\text{-}colBiSBM$ & $\pi\text{-}colBiSBM$ & $\rho\text{-}colBiSBM$ & $\pi\rho\text{-}colBiSBM$\\
\midrule \midrule
0.00 & 1.00 & 0.00 & 0.00 & 0.00 & 0.00\\ 0.00 & 1.00 & 0.00 & 0.00 & 0.00 & 0.00\\
0.03 & 0.56 & 0.16 & 0.09 & 0.07 & 0.12\\ 0.03 & 0.55 & 0.19 & 0.10 & 0.06 & 0.10\\
0.06 & 0.00 & 0.02 & 0.12 & 0.06 & 0.81\\ 0.06 & 0.01 & 0.01 & 0.11 & 0.05 & 0.82\\
0.09 & 0.00 & 0.04 & 0.01 & 0.01 & 0.94\\ 0.09 & 0.00 & 0.05 & 0.01 & 0.00 & 0.94\\
0.12 & 0.00 & 0.06 & 0.00 & 0.00 & 0.94\\ 0.12 & 0.00 & 0.05 & 0.00 & 0.00 & 0.95\\
\addlinespace \addlinespace
0.15 & 0.00 & 0.03 & 0.00 & 0.00 & 0.97\\ 0.15 & 0.00 & 0.06 & 0.00 & 0.00 & 0.94\\
0.18 & 0.00 & 0.06 & 0.00 & 0.00 & 0.94\\ 0.18 & 0.00 & 0.04 & 0.00 & 0.00 & 0.96\\
0.21 & 0.00 & 0.05 & 0.00 & 0.00 & 0.95\\ 0.21 & 0.00 & 0.05 & 0.00 & 0.00 & 0.95\\
0.24 & 0.00 & 0.06 & 0.00 & 0.00 & 0.94\\ 0.24 & 0.00 & 0.07 & 0.00 & 0.00 & 0.93\\
\bottomrule \bottomrule
\end{tabular}} \end{tabular}}
\end{table} \end{table}

26
tables/simulations/inference/rho.tex
View file

@ -13,14 +13,14 @@ $\eps[\alpha]$ & $\overline{\text{ARI}}_{1}$ & $\overline{\text{ARI}}_{2}$ & $\t
\midrule \midrule
0.00 & 0 & 0 & 0 & 0\\ 0.00 & 0 & 0 & 0 & 0\\
0.03 & 0.01 & 0.01 & 0.01 & 0.01\\ 0.03 & 0.01 & 0.01 & 0.01 & 0.01\\
0.06 & 0.73 $\pm$ 0.01 & 0.76 $\pm$ 0.01 & 0.55 $\pm$ 0.02 & 0.58 $\pm$ 0.02\\ 0.06 & 0.71 $\pm$ 0.01 & 0.73 $\pm$ 0.01 & 0.58 $\pm$ 0.02 & 0.6 $\pm$ 0.02\\
0.09 & 0.94 & 0.97 & 0.82 $\pm$ 0.02 & 0.85 $\pm$ 0.02\\ 0.09 & 0.93 & 0.97 & 0.77 $\pm$ 0.03 & 0.81 $\pm$ 0.02\\
0.12 & 0.97 & 0.99 & 0.84 $\pm$ 0.03 & 0.87 $\pm$ 0.02\\ 0.12 & 0.97 & 0.99 & 0.83 $\pm$ 0.03 & 0.87 $\pm$ 0.02\\
\addlinespace \addlinespace
0.15 & 0.98 & 1 & 0.88 $\pm$ 0.02 & 0.9 $\pm$ 0.02\\ 0.15 & 0.97 & 1 & 0.82 $\pm$ 0.03 & 0.87 $\pm$ 0.02\\
0.18 & 0.98 & 1 & 0.86 $\pm$ 0.03 & 0.89 $\pm$ 0.02\\ 0.18 & 0.98 & 1 & 0.86 $\pm$ 0.02 & 0.89 $\pm$ 0.02\\
0.21 & 0.97 & 1 & 0.81 $\pm$ 0.03 & 0.86 $\pm$ 0.02\\ 0.21 & 0.97 & 1 & 0.82 $\pm$ 0.03 & 0.87 $\pm$ 0.02\\
0.24 & 0.98 & 1 & 0.84 $\pm$ 0.03 & 0.88 $\pm$ 0.02\\ 0.24 & 0.98 & 1 & 0.86 $\pm$ 0.03 & 0.9 $\pm$ 0.02\\
\bottomrule \bottomrule
\end{tabular}} \end{tabular}}
\end{subtable} \end{subtable}
@ -36,14 +36,14 @@ $\eps[\alpha]$ & $\mathbbb{1}_{\widehat{Q_1}<Q_1}$ & $\mathbbb{1}_{\widehat{Q_1}
\midrule \midrule
0.00 & 1 & 0 & 0 & 1 & 0 & 0\\ 0.00 & 1 & 0 & 0 & 1 & 0 & 0\\
0.03 & 1 & 0 & 0 & 1 & 0 & 0\\ 0.03 & 1 & 0 & 0 & 1 & 0 & 0\\
0.06 & 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\\ 0.06 & 0.29 $\pm$ 0.04 & 0.71 $\pm$ 0.04 & 0 & 0.06 $\pm$ 0.02 & 0.63 $\pm$ 0.05 & 0.31 $\pm$ 0.04\\
0.09 & 0 & 1 & 0 & 0 & 0.65 $\pm$ 0.05 & 0.35 $\pm$ 0.05\\ 0.09 & 0 & 1 & 0 & 0 & 0.56 $\pm$ 0.05 & 0.44 $\pm$ 0.05\\
0.12 & 0 & 1 & 0 & 0 & 0.68 $\pm$ 0.05 & 0.32 $\pm$ 0.05\\ 0.12 & 0 & 1 & 0 & 0 & 0.67 $\pm$ 0.05 & 0.33 $\pm$ 0.05\\
\addlinespace \addlinespace
0.15 & 0 & 1 & 0 & 0 & 0.78 $\pm$ 0.04 & 0.22 $\pm$ 0.04\\ 0.15 & 0 & 1 & 0 & 0 & 0.7 $\pm$ 0.04 & 0.3 $\pm$ 0.04\\
0.18 & 0 & 1 & 0 & 0 & 0.74 $\pm$ 0.04 & 0.26 $\pm$ 0.04\\ 0.18 & 0 & 1 & 0 & 0 & 0.71 $\pm$ 0.04 & 0.29 $\pm$ 0.04\\
0.21 & 0 & 1 & 0 & 0 & 0.69 $\pm$ 0.04 & 0.31 $\pm$ 0.04\\ 0.21 & 0 & 1 & 0 & 0 & 0.69 $\pm$ 0.04 & 0.31 $\pm$ 0.04\\
0.24 & 0 & 0.99 $\pm$ 0.01 & 0.01 $\pm$ 0.01 & 0 & 0.73 $\pm$ 0.04 & 0.27 $\pm$ 0.04\\ 0.24 & 0 & 1 & 0 & 0 & 0.76 $\pm$ 0.04 & 0.24 $\pm$ 0.04\\
\bottomrule \bottomrule
\end{tabular}} \end{tabular}}
\end{subtable} \end{subtable}

16
tables/simulations/inference/sep.tex
View file

@ -12,15 +12,15 @@
$\eps[\alpha]$ & $\overline{\text{ARI}}_{1}$ & $\overline{\text{ARI}}_{2}$ & $\text{ARI}_{1}$ & $\text{ARI}_{2}$\\ $\eps[\alpha]$ & $\overline{\text{ARI}}_{1}$ & $\overline{\text{ARI}}_{2}$ & $\text{ARI}_{1}$ & $\text{ARI}_{2}$\\
\midrule \midrule
0.00 & 0 & 0 & 0 & 0\\ 0.00 & 0 & 0 & 0 & 0\\
0.03 & 0.01 & 0.02 & 0.02 & 0.02\\ 0.03 & 0.01 & 0.02 & 0.01 & 0.01\\
0.06 & 0.69 $\pm$ 0.01 & 0.68 $\pm$ 0.01 & 0.38 $\pm$ 0.02 & 0.38 $\pm$ 0.02\\ 0.06 & 0.68 $\pm$ 0.02 & 0.67 $\pm$ 0.02 & 0.36 $\pm$ 0.02 & 0.34 $\pm$ 0.01\\
0.09 & 0.97 & 0.97 & 0.53 $\pm$ 0.02 & 0.52 $\pm$ 0.02\\ 0.09 & 0.97 & 0.97 & 0.53 $\pm$ 0.02 & 0.53 $\pm$ 0.02\\
0.12 & 1 & 0.99 & 0.53 $\pm$ 0.02 & 0.52 $\pm$ 0.02\\ 0.12 & 0.99 & 0.99 & 0.54 $\pm$ 0.02 & 0.55 $\pm$ 0.02\\
\addlinespace \addlinespace
0.15 & 1 & 1 & 0.57 $\pm$ 0.02 & 0.53 $\pm$ 0.02\\ 0.15 & 1 & 1 & 0.58 $\pm$ 0.02 & 0.53 $\pm$ 0.02\\
0.18 & 1 & 1 & 0.55 $\pm$ 0.02 & 0.55 $\pm$ 0.02\\ 0.18 & 1 & 1 & 0.52 $\pm$ 0.02 & 0.55 $\pm$ 0.02\\
0.21 & 1 & 1 & 0.58 $\pm$ 0.02 & 0.52 $\pm$ 0.02\\ 0.21 & 1 & 1 & 0.56 $\pm$ 0.02 & 0.52 $\pm$ 0.02\\
0.24 & 1 & 1 & 0.57 $\pm$ 0.02 & 0.54 $\pm$ 0.02\\ 0.24 & 1 & 1 & 0.57 $\pm$ 0.02 & 0.57 $\pm$ 0.02\\
\bottomrule \bottomrule
\end{tabular}} \end{tabular}}
\end{subtable} \end{subtable}

571
tikz/simulations/clustering/ari-clustering.tex Normal file
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@ -0,0 +1,571 @@
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\node[text=drawColor,rotate=-45.00,anchor=base east,inner sep=0pt, outer sep=0pt, scale= 0.88] at ( 55.44, 15.82) {0.00}; \node[text=drawColor,rotate=-45.00,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at ( 61.60, 32.38) {0.00};
\node[text=drawColor,rotate=-45.00,anchor=base east,inner sep=0pt, outer sep=0pt, scale= 0.88] at ( 73.00, 15.82) {0.03}; \node[text=drawColor,rotate=-45.00,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at ( 79.16, 32.38) {0.03};
\node[text=drawColor,rotate=-45.00,anchor=base east,inner sep=0pt, outer sep=0pt, scale= 0.88] at ( 90.55, 15.82) {0.06}; \node[text=drawColor,rotate=-45.00,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at ( 96.71, 32.38) {0.06};
\node[text=drawColor,rotate=-45.00,anchor=base east,inner sep=0pt, outer sep=0pt, scale= 0.88] at (108.10, 15.82) {0.09}; \node[text=drawColor,rotate=-45.00,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (114.26, 32.38) {0.09};
\node[text=drawColor,rotate=-45.00,anchor=base east,inner sep=0pt, outer sep=0pt, scale= 0.88] at (125.66, 15.82) {0.12}; \node[text=drawColor,rotate=-45.00,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (131.81, 32.38) {0.12};
\node[text=drawColor,rotate=-45.00,anchor=base east,inner sep=0pt, outer sep=0pt, scale= 0.88] at (143.21, 15.82) {0.15}; \node[text=drawColor,rotate=-45.00,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (149.37, 32.38) {0.15};
\node[text=drawColor,rotate=-45.00,anchor=base east,inner sep=0pt, outer sep=0pt, scale= 0.88] at (160.76, 15.82) {0.18}; \node[text=drawColor,rotate=-45.00,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (166.92, 32.38) {0.18};
\node[text=drawColor,rotate=-45.00,anchor=base east,inner sep=0pt, outer sep=0pt, scale= 0.88] at (178.31, 15.82) {0.21}; \node[text=drawColor,rotate=-45.00,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (184.47, 32.38) {0.21};
\node[text=drawColor,rotate=-45.00,anchor=base east,inner sep=0pt, outer sep=0pt, scale= 0.88] at (195.87, 15.82) {0.24}; \node[text=drawColor,rotate=-45.00,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (202.02, 32.38) {0.24};
\end{scope} \end{scope}
\begin{scope} \begin{scope}
\path[clip] ( 0.00, 0.00) rectangle (289.08,216.81); \path[clip] ( 0.00, 0.00) rectangle (289.08,216.81);
\definecolor{drawColor}{RGB}{0,0,0} \definecolor{drawColor}{RGB}{0,0,0}
\node[text=drawColor,anchor=base,inner sep=0pt, outer sep=0pt, scale= 1.10] at (127.80, 7.64) {$\epsilon_{\alpha}$}; \node[text=drawColor,anchor=base,inner sep=0pt, outer sep=0pt, scale= 1.10] at (133.96, 7.64) {$\epsilon_{\alpha}$};
\end{scope} \end{scope}
\begin{scope} \begin{scope}
\path[clip] ( 0.00, 0.00) rectangle (289.08,216.81); \path[clip] ( 0.00, 0.00) rectangle (289.08,216.81);
\definecolor{drawColor}{RGB}{0,0,0} \definecolor{drawColor}{RGB}{0,0,0}
\node[text=drawColor,rotate= 90.00,anchor=base,inner sep=0pt, outer sep=0pt, scale= 1.10] at ( 16.40,125.39) {Preferred model proportions}; \node[text=drawColor,rotate= 90.00,anchor=base,inner sep=0pt, outer sep=0pt, scale= 1.10] at ( 22.56,125.39) {Preferred model proportions};
\end{scope}
\begin{scope}
\path[clip] ( 0.00, 0.00) rectangle (289.08,216.81);
\definecolor{fillColor}{RGB}{255,255,255}
\path[fill=fillColor] (224.72, 70.21) rectangle (280.26,180.57);
\end{scope} \end{scope}
\begin{scope} \begin{scope}
\path[clip] ( 0.00, 0.00) rectangle (289.08,216.81); \path[clip] ( 0.00, 0.00) rectangle (289.08,216.81);
\definecolor{drawColor}{RGB}{0,0,0} \definecolor{drawColor}{RGB}{0,0,0}
\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 1.10] at (230.22,166.43) {Preferred}; \node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 1.10] at (236.38,160.49) {Model};
\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 1.10] at (230.22,154.55) {Model};
\end{scope}
\begin{scope}
\path[clip] ( 0.00, 0.00) rectangle (289.08,216.81);
\definecolor{fillColor}{gray}{0.92}
\path[fill=fillColor] (230.22,133.52) rectangle (244.67,147.98);
\end{scope} \end{scope}
\begin{scope} \begin{scope}
\path[clip] ( 0.00, 0.00) rectangle (289.08,216.81); \path[clip] ( 0.00, 0.00) rectangle (289.08,216.81);
\definecolor{drawColor}{RGB}{230,159,0} \definecolor{drawColor}{RGB}{230,159,0}
\definecolor{fillColor}{RGB}{230,159,0} \definecolor{fillColor}{RGB}{230,159,0}
\path[draw=drawColor,line width= 0.6pt,fill=fillColor] (230.93,134.23) rectangle (243.96,147.27); \path[draw=drawColor,line width= 0.6pt,fill=fillColor] (237.09,140.17) rectangle (250.12,153.21);
\end{scope}
\begin{scope}
\path[clip] ( 0.00, 0.00) rectangle (289.08,216.81);
\definecolor{fillColor}{gray}{0.92}
\path[fill=fillColor] (230.22,119.07) rectangle (244.67,133.52);
\end{scope} \end{scope}
\begin{scope} \begin{scope}
\path[clip] ( 0.00, 0.00) rectangle (289.08,216.81); \path[clip] ( 0.00, 0.00) rectangle (289.08,216.81);
\definecolor{drawColor}{RGB}{86,180,233} \definecolor{drawColor}{RGB}{86,180,233}
\definecolor{fillColor}{RGB}{86,180,233} \definecolor{fillColor}{RGB}{86,180,233}
\path[draw=drawColor,line width= 0.6pt,fill=fillColor] (230.93,119.78) rectangle (243.96,132.81); \path[draw=drawColor,line width= 0.6pt,fill=fillColor] (237.09,125.72) rectangle (250.12,138.75);
\end{scope}
\begin{scope}
\path[clip] ( 0.00, 0.00) rectangle (289.08,216.81);
\definecolor{fillColor}{gray}{0.92}
\path[fill=fillColor] (230.22,104.62) rectangle (244.67,119.07);
\end{scope} \end{scope}
\begin{scope} \begin{scope}
\path[clip] ( 0.00, 0.00) rectangle (289.08,216.81); \path[clip] ( 0.00, 0.00) rectangle (289.08,216.81);
\definecolor{drawColor}{RGB}{0,158,115} \definecolor{drawColor}{RGB}{0,158,115}
\definecolor{fillColor}{RGB}{0,158,115} \definecolor{fillColor}{RGB}{0,158,115}
\path[draw=drawColor,line width= 0.6pt,fill=fillColor] (230.93,105.33) rectangle (243.96,118.36); \path[draw=drawColor,line width= 0.6pt,fill=fillColor] (237.09,111.27) rectangle (250.12,124.30);
\end{scope}
\begin{scope}
\path[clip] ( 0.00, 0.00) rectangle (289.08,216.81);
\definecolor{fillColor}{gray}{0.92}
\path[fill=fillColor] (230.22, 90.16) rectangle (244.67,104.62);
\end{scope} \end{scope}
\begin{scope} \begin{scope}
\path[clip] ( 0.00, 0.00) rectangle (289.08,216.81); \path[clip] ( 0.00, 0.00) rectangle (289.08,216.81);
\definecolor{drawColor}{RGB}{240,228,66} \definecolor{drawColor}{RGB}{240,228,66}
\definecolor{fillColor}{RGB}{240,228,66} \definecolor{fillColor}{RGB}{240,228,66}
\path[draw=drawColor,line width= 0.6pt,fill=fillColor] (230.93, 90.87) rectangle (243.96,103.90); \path[draw=drawColor,line width= 0.6pt,fill=fillColor] (237.09, 96.81) rectangle (250.12,109.84);
\end{scope}
\begin{scope}
\path[clip] ( 0.00, 0.00) rectangle (289.08,216.81);
\definecolor{fillColor}{gray}{0.92}
\path[fill=fillColor] (230.22, 75.71) rectangle (244.67, 90.16);
\end{scope} \end{scope}
\begin{scope} \begin{scope}
\path[clip] ( 0.00, 0.00) rectangle (289.08,216.81); \path[clip] ( 0.00, 0.00) rectangle (289.08,216.81);
\definecolor{drawColor}{RGB}{0,114,178} \definecolor{drawColor}{RGB}{0,114,178}
\definecolor{fillColor}{RGB}{0,114,178} \definecolor{fillColor}{RGB}{0,114,178}
\path[draw=drawColor,line width= 0.6pt,fill=fillColor] (230.93, 76.42) rectangle (243.96, 89.45); \path[draw=drawColor,line width= 0.6pt,fill=fillColor] (237.09, 82.36) rectangle (250.12, 95.39);
\end{scope} \end{scope}
\begin{scope} \begin{scope}
\path[clip] ( 0.00, 0.00) rectangle (289.08,216.81); \path[clip] ( 0.00, 0.00) rectangle (289.08,216.81);
\definecolor{drawColor}{RGB}{0,0,0} \definecolor{drawColor}{RGB}{0,0,0}
\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (250.17,137.72) {sep}; \node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (256.33,143.66) {sep};
\end{scope} \end{scope}
\begin{scope} \begin{scope}
\path[clip] ( 0.00, 0.00) rectangle (289.08,216.81); \path[clip] ( 0.00, 0.00) rectangle (289.08,216.81);
\definecolor{drawColor}{RGB}{0,0,0} \definecolor{drawColor}{RGB}{0,0,0}
\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (250.17,123.27) {iid}; \node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (256.33,129.21) {iid};
\end{scope} \end{scope}
\begin{scope} \begin{scope}
\path[clip] ( 0.00, 0.00) rectangle (289.08,216.81); \path[clip] ( 0.00, 0.00) rectangle (289.08,216.81);
\definecolor{drawColor}{RGB}{0,0,0} \definecolor{drawColor}{RGB}{0,0,0}
\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (250.17,108.81) {$\pi$}; \node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (256.33,114.75) {$\pi$};
\end{scope} \end{scope}
\begin{scope} \begin{scope}
\path[clip] ( 0.00, 0.00) rectangle (289.08,216.81); \path[clip] ( 0.00, 0.00) rectangle (289.08,216.81);
\definecolor{drawColor}{RGB}{0,0,0} \definecolor{drawColor}{RGB}{0,0,0}
\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (250.17, 94.36) {$\rho$}; \node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (256.33,100.30) {$\rho$};
\end{scope} \end{scope}
\begin{scope} \begin{scope}
\path[clip] ( 0.00, 0.00) rectangle (289.08,216.81); \path[clip] ( 0.00, 0.00) rectangle (289.08,216.81);
\definecolor{drawColor}{RGB}{0,0,0} \definecolor{drawColor}{RGB}{0,0,0}
\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (250.17, 79.90) {$\pi\rho$}; \node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (256.33, 85.84) {$\pi\rho$};
\end{scope} \end{scope}
\end{tikzpicture} \end{tikzpicture}

26
tikz/simulations/model_selection/eps-pi-rho-preferred.tex
View file

@ -1,4 +1,4 @@
% Created by tikzDevice version 0.12.6 on 2024-07-15 22:25:25 % Created by tikzDevice version 0.12.6 on 2024-07-17 21:28:46
% !TEX encoding = UTF-8 Unicode % !TEX encoding = UTF-8 Unicode
\begin{tikzpicture}[x=1pt,y=1pt] \begin{tikzpicture}[x=1pt,y=1pt]
\definecolor{fillColor}{RGB}{255,255,255} \definecolor{fillColor}{RGB}{255,255,255}
@ -2224,60 +2224,54 @@
\path[clip] ( 0.00, 0.00) rectangle (433.62,361.35); \path[clip] ( 0.00, 0.00) rectangle (433.62,361.35);
\definecolor{drawColor}{RGB}{0,0,0} \definecolor{drawColor}{RGB}{0,0,0}
\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 1.10] at (370.41,203.21) {Model}; \node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 1.10] at (370.41,195.99) {Model};
\end{scope} \end{scope}
\begin{scope} \begin{scope}
\path[clip] ( 0.00, 0.00) rectangle (433.62,361.35); \path[clip] ( 0.00, 0.00) rectangle (433.62,361.35);
\definecolor{fillColor}{RGB}{86,180,233} \definecolor{fillColor}{RGB}{86,180,233}
\path[fill=fillColor] (371.12,168.45) rectangle (384.15,181.48); \path[fill=fillColor] (371.12,175.68) rectangle (384.15,188.71);
\end{scope} \end{scope}
\begin{scope} \begin{scope}
\path[clip] ( 0.00, 0.00) rectangle (433.62,361.35); \path[clip] ( 0.00, 0.00) rectangle (433.62,361.35);
\definecolor{fillColor}{RGB}{0,158,115} \definecolor{fillColor}{RGB}{0,158,115}
\path[fill=fillColor] (371.12,153.99) rectangle (384.15,167.03); \path[fill=fillColor] (371.12,161.22) rectangle (384.15,174.25);
\end{scope} \end{scope}
\begin{scope} \begin{scope}
\path[clip] ( 0.00, 0.00) rectangle (433.62,361.35); \path[clip] ( 0.00, 0.00) rectangle (433.62,361.35);
\definecolor{fillColor}{RGB}{240,228,66} \definecolor{fillColor}{RGB}{240,228,66}
\path[fill=fillColor] (371.12,139.54) rectangle (384.15,152.57); \path[fill=fillColor] (371.12,146.77) rectangle (384.15,159.80);
\end{scope} \end{scope}
\begin{scope} \begin{scope}
\path[clip] ( 0.00, 0.00) rectangle (433.62,361.35); \path[clip] ( 0.00, 0.00) rectangle (433.62,361.35);
\definecolor{fillColor}{RGB}{0,114,178} \definecolor{fillColor}{RGB}{0,114,178}
\path[fill=fillColor] (371.12,125.09) rectangle (384.15,138.12); \path[fill=fillColor] (371.12,132.31) rectangle (384.15,145.35);
\end{scope} \end{scope}
\begin{scope} \begin{scope}
\path[clip] ( 0.00, 0.00) rectangle (433.62,361.35); \path[clip] ( 0.00, 0.00) rectangle (433.62,361.35);
\definecolor{drawColor}{RGB}{0,0,0} \definecolor{drawColor}{RGB}{0,0,0}
\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (390.36,186.39) {sep}; \node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (390.36,179.16) {sep};
\end{scope} \end{scope}
\begin{scope} \begin{scope}
\path[clip] ( 0.00, 0.00) rectangle (433.62,361.35); \path[clip] ( 0.00, 0.00) rectangle (433.62,361.35);
\definecolor{drawColor}{RGB}{0,0,0} \definecolor{drawColor}{RGB}{0,0,0}
\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (390.36,171.93) {iid}; \node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (390.36,164.71) {iid};
\end{scope} \end{scope}
\begin{scope} \begin{scope}
\path[clip] ( 0.00, 0.00) rectangle (433.62,361.35); \path[clip] ( 0.00, 0.00) rectangle (433.62,361.35);
\definecolor{drawColor}{RGB}{0,0,0} \definecolor{drawColor}{RGB}{0,0,0}
\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (390.36,157.48) {$\pi$}; \node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (390.36,150.25) {$\pi$};
\end{scope} \end{scope}
\begin{scope} \begin{scope}
\path[clip] ( 0.00, 0.00) rectangle (433.62,361.35); \path[clip] ( 0.00, 0.00) rectangle (433.62,361.35);
\definecolor{drawColor}{RGB}{0,0,0} \definecolor{drawColor}{RGB}{0,0,0}
\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (390.36,143.03) {$\rho$}; \node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (390.36,135.80) {$\rho$};
\end{scope}
\begin{scope}
\path[clip] ( 0.00, 0.00) rectangle (433.62,361.35);
\definecolor{drawColor}{RGB}{0,0,0}
\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (390.36,128.57) {$\pi\rho$};
\end{scope} \end{scope}
\end{tikzpicture} \end{tikzpicture}