diff --git a/rapport/chapter4-simulations/na-robustness.tex b/rapport/chapter4-simulations/na-robustness.tex index ed4ca0f..7ae8eba 100644 --- a/rapport/chapter4-simulations/na-robustness.tex +++ b/rapport/chapter4-simulations/na-robustness.tex @@ -61,24 +61,46 @@ and we store the same predictions. \emph{Area Under the Curve} (AUC) for predicted versus real link values and the ARI for predicted versus real block memberships. -\begin{figure}[ht] - \centering - \includestandalone{tikz/simulations/na_robustness/auc-model} - \caption{} - \label{fig:auc-plot} -\end{figure} - -\begin{figure}[ht] +\begin{figure}[H] \centering \includestandalone{tikz/simulations/na_robustness/ari-dim-model} - \caption{} + \caption{ARI in function of $p_\texttt{NA}$, the proportion of missing links + for various colBiSBM models and their LBM counterparts} \label{fig:ari-dim-plot-na} \end{figure} +\begin{figure}[H] + \centering + \includestandalone{tikz/simulations/na_robustness/auc-model} + \caption{AUC in function of $p_\texttt{NA}$, the proportion of missing links + for various colBiSBM models and their LBM counterparts} + \label{fig:auc-plot} +\end{figure} \paragraph{Results} Figures~\ref{fig:auc-plot} and~\ref{fig:ari-dim-plot-na} show a -box plot named \enquote{sep-$model$} that +box plots named \enquote{sep-$model$} that corresponds to the results given by a LBM fitted on data generated with the -corresponding \emph{model}. These sep box plots are there to serve as a baseline -to compare model by model. +corresponding \emph{model}. We will compare the results for one model box plot +to the corresponding sep-model box plot, serving as a baseline. + +% TODO the ARI interpretation +For the figure~\ref{fig:ari-dim-plot-na}, in almost all cases + +For the figure~\ref{fig:auc-plot}, overall we observe results similar to +the ARIs, namely our models tend to have a slightly better AUC than their +corresponding LBM. +This indicates that link prediction benefits from the collection model +in almost all cases. +We may even be able to improve the results by using larger collections. + +For the cases where our models do not perform better, we observe that +$\pi\rho$-colBiSBM in +the modular case seems to do slightly worse than its LBM counterpart for the +first values of $p_{\texttt{NA}}$. The $\rho$-colBiSBM seem to suffer from the +same problem, and encounters it too for some values with the nested structure. +This may have to do with our simulation parameters giving for this models +cases that are harder. +Or this may be due to mis-attribution of the block memberships resulting in +wrong predictions. + diff --git a/rapport/rapport.pdf b/rapport/rapport.pdf index 0b392a4..37d52eb 100644 Binary files a/rapport/rapport.pdf and b/rapport/rapport.pdf differ diff --git a/tikz/simulations/na_robustness/ari-dim-model.pdf b/tikz/simulations/na_robustness/ari-dim-model.pdf index 77cb58f..39fb21d 100644 Binary files a/tikz/simulations/na_robustness/ari-dim-model.pdf and b/tikz/simulations/na_robustness/ari-dim-model.pdf differ diff --git a/tikz/simulations/na_robustness/ari-dim-model.tex b/tikz/simulations/na_robustness/ari-dim-model.tex index 24795b3..b07f077 100644 --- a/tikz/simulations/na_robustness/ari-dim-model.tex +++ b/tikz/simulations/na_robustness/ari-dim-model.tex @@ -1,4 +1,4 @@ -% Created by tikzDevice version 0.12.6 on 2024-07-24 16:25:32 +% Created by tikzDevice version 0.12.6 on 2024-07-24 17:05:04 % !TEX encoding = UTF-8 Unicode \documentclass[10pt]{standalone}\usepackage{tikz} @@ -11,5286 +11,5286 @@ \begin{tikzpicture}[x=1pt,y=1pt] \definecolor{fillColor}{RGB}{255,255,255} -\path[use as bounding box,fill=fillColor,fill opacity=0.00] (0,0) rectangle (469.75,252.94); 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-\path[draw=drawColor,line width= 0.6pt,line join=round] (144.74,201.27) -- (144.74,201.27); +\path[draw=drawColor,line width= 0.6pt,line join=round] (144.74,232.00) -- (144.74,232.00); \definecolor{fillColor}{RGB}{204,121,167} -\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (143.76,201.27) -- - (143.76,201.27) -- - (144.25,201.27) -- - (143.76,201.27) -- - (143.76,201.27) -- - (145.72,201.27) -- - (145.72,201.27) -- - (145.23,201.27) -- - (145.72,201.27) -- - (145.72,201.27) -- - (143.76,201.27) -- +\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (143.76,232.00) -- + (143.76,232.00) -- + (144.25,232.00) -- + (143.76,232.00) -- + (143.76,232.00) -- + (145.72,232.00) -- + (145.72,232.00) -- + (145.23,232.00) -- + (145.72,232.00) -- + (145.72,232.00) -- + (143.76,232.00) -- cycle; -\path[draw=drawColor,line width= 1.1pt] (144.25,201.27) -- (145.23,201.27); +\path[draw=drawColor,line width= 1.1pt] (144.25,232.00) -- (145.23,232.00); \definecolor{drawColor}{RGB}{240,228,66} -\path[draw=drawColor,line width= 0.6pt,line join=round] (146.93,226.37) -- (146.93,226.37); 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+\path[draw=drawColor,line width= 1.1pt] (146.44,261.69) -- (147.42,261.69); \definecolor{drawColor}{gray}{0.60} \definecolor{fillColor}{gray}{0.60} -\path[draw=drawColor,line width= 0.4pt,line join=round,line cap=round,fill=fillColor] (149.11,218.32) circle ( 1.96); +\path[draw=drawColor,line width= 0.4pt,line join=round,line cap=round,fill=fillColor] (149.11,252.17) circle ( 1.96); -\path[draw=drawColor,line width= 0.4pt,line join=round,line cap=round,fill=fillColor] (149.11,218.40) circle ( 1.96); +\path[draw=drawColor,line width= 0.4pt,line join=round,line cap=round,fill=fillColor] (149.11,252.26) circle ( 1.96); -\path[draw=drawColor,line width= 0.6pt,line join=round] (149.11,226.37) -- (149.11,226.37); +\path[draw=drawColor,line width= 0.6pt,line join=round] (149.11,261.69) -- (149.11,261.69); -\path[draw=drawColor,line width= 0.6pt,line join=round] (149.11,226.37) -- (149.11,226.37); +\path[draw=drawColor,line width= 0.6pt,line join=round] (149.11,261.69) -- (149.11,261.69); \definecolor{fillColor}{RGB}{153,153,153} -\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (148.13,226.37) -- - (148.13,226.37) -- - (148.62,226.37) -- - (148.13,226.37) -- - (148.13,226.37) -- - (150.10,226.37) -- - (150.10,226.37) -- - (149.61,226.37) -- - (150.10,226.37) -- - (150.10,226.37) -- - (148.13,226.37) -- +\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (148.13,261.69) -- + (148.13,261.69) -- + (148.62,261.69) -- + (148.13,261.69) -- + (148.13,261.69) -- + (150.10,261.69) -- + (150.10,261.69) -- + (149.61,261.69) -- + (150.10,261.69) -- + (150.10,261.69) -- + (148.13,261.69) -- cycle; -\path[draw=drawColor,line width= 1.1pt] (148.62,226.37) -- (149.61,226.37); +\path[draw=drawColor,line width= 1.1pt] (148.62,261.69) -- (149.61,261.69); \definecolor{drawColor}{RGB}{0,114,178} -\path[draw=drawColor,line width= 0.6pt,line join=round] (151.30,226.37) -- (151.30,226.37); +\path[draw=drawColor,line width= 0.6pt,line join=round] (151.30,261.69) -- (151.30,261.69); -\path[draw=drawColor,line width= 0.6pt,line join=round] (151.30,222.06) -- (151.30,220.63); +\path[draw=drawColor,line width= 0.6pt,line join=round] (151.30,256.59) -- (151.30,254.89); \definecolor{fillColor}{RGB}{0,114,178} -\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (150.32,226.37) -- - (150.32,228.53) -- - (150.81,226.37) -- - (150.32,224.22) -- - (150.32,222.06) -- - (152.28,222.06) -- - (152.28,224.22) -- - (151.79,226.37) -- - (152.28,228.53) -- - (152.28,226.37) -- - (150.32,226.37) -- +\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (150.32,261.69) -- + (150.32,264.23) -- + (150.81,261.69) -- + (150.32,259.14) -- + (150.32,256.59) -- + (152.28,256.59) -- + (152.28,259.14) -- + (151.79,261.69) -- + (152.28,264.23) -- + (152.28,261.69) -- + (150.32,261.69) -- cycle; 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\definecolor{fillColor}{RGB}{0,0,0} -\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (152.50,226.37) -- - (152.50,226.37) -- - (152.99,226.37) -- - (152.50,226.37) -- - (152.50,226.37) -- - (154.47,226.37) -- - (154.47,226.37) -- - (153.98,226.37) -- - (154.47,226.37) -- - (154.47,226.37) -- - (152.50,226.37) -- +\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (152.50,261.69) -- + (152.50,261.69) -- + (152.99,261.69) -- + (152.50,261.69) -- + (152.50,261.69) -- + (154.47,261.69) -- + (154.47,261.69) -- + (153.98,261.69) -- + (154.47,261.69) -- + (154.47,261.69) -- + (152.50,261.69) -- cycle; -\path[draw=drawColor,line width= 1.1pt] (152.99,226.37) -- (153.98,226.37); +\path[draw=drawColor,line width= 1.1pt] (152.99,261.69) -- (153.98,261.69); \definecolor{drawColor}{RGB}{86,180,233} -\path[draw=drawColor,line width= 0.6pt,line join=round] (161.50,219.71) -- (161.50,226.37); +\path[draw=drawColor,line width= 0.6pt,line join=round] (161.50,253.81) -- (161.50,261.69); 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\definecolor{fillColor}{RGB}{153,153,153} -\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (368.19, 68.10) -- - (368.19, 65.77) -- - (368.68, 61.02) -- - (368.19, 56.27) -- - (368.19, 58.60) -- - (370.16, 58.60) -- - (370.16, 56.27) -- - (369.66, 61.02) -- - (370.16, 65.77) -- - (370.16, 68.10) -- - (368.19, 68.10) -- +\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (368.19, 75.54) -- + (368.19, 72.78) -- + (368.68, 67.17) -- + (368.19, 61.55) -- + (368.19, 64.30) -- + (370.16, 64.30) -- + (370.16, 61.55) -- + (369.66, 67.17) -- + (370.16, 72.78) -- + (370.16, 75.54) -- + (368.19, 75.54) -- cycle; -\path[draw=drawColor,line width= 1.1pt] (368.68, 61.02) -- (369.66, 61.02); +\path[draw=drawColor,line width= 1.1pt] (368.68, 67.17) -- (369.66, 67.17); \definecolor{drawColor}{RGB}{0,114,178} -\path[draw=drawColor,line width= 0.6pt,line join=round] (371.36,107.22) -- (371.36,108.33); +\path[draw=drawColor,line width= 0.6pt,line join=round] (371.36,121.80) -- (371.36,123.11); -\path[draw=drawColor,line width= 0.6pt,line join=round] (371.36, 98.61) -- (371.36, 95.57); +\path[draw=drawColor,line width= 0.6pt,line join=round] (371.36,111.61) -- (371.36,108.02); \definecolor{fillColor}{RGB}{0,114,178} -\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (370.37,107.22) -- - (370.37,109.25) -- - (370.87,104.95) -- - (370.37,100.64) -- - (370.37, 98.61) -- - (372.34, 98.61) -- - (372.34,100.64) -- - (371.85,104.95) -- - (372.34,109.25) -- - (372.34,107.22) -- - (370.37,107.22) -- +\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (370.37,121.80) -- + (370.37,124.20) -- + (370.87,119.11) -- + (370.37,114.02) -- + (370.37,111.61) -- + (372.34,111.61) -- + (372.34,114.02) -- + (371.85,119.11) -- + (372.34,124.20) -- + (372.34,121.80) -- + (370.37,121.80) -- cycle; -\path[draw=drawColor,line width= 1.1pt] (370.87,104.95) -- (371.85,104.95); +\path[draw=drawColor,line width= 1.1pt] (370.87,119.11) -- (371.85,119.11); \definecolor{drawColor}{RGB}{0,0,0} -\path[draw=drawColor,line width= 0.6pt,line join=round] (373.54,105.69) -- (373.54,105.69); +\path[draw=drawColor,line width= 0.6pt,line join=round] (373.54,119.98) -- (373.54,119.98); -\path[draw=drawColor,line width= 0.6pt,line join=round] (373.54, 96.85) -- (373.54, 88.01); +\path[draw=drawColor,line width= 0.6pt,line join=round] (373.54,109.54) -- (373.54, 99.08); \definecolor{fillColor}{RGB}{0,0,0} -\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (372.56,105.69) -- - (372.56,105.78) -- - (373.05,101.37) -- - (372.56, 96.95) -- - (372.56, 96.85) -- - (374.53, 96.85) -- - (374.53, 96.95) -- - (374.04,101.37) -- - (374.53,105.78) -- - (374.53,105.69) -- - (372.56,105.69) -- +\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (372.56,119.98) -- + (372.56,120.09) -- + (373.05,114.87) -- + (372.56,109.66) -- + (372.56,109.54) -- + (374.53,109.54) -- + (374.53,109.66) -- + (374.04,114.87) -- + (374.53,120.09) -- + (374.53,119.98) -- + (372.56,119.98) -- cycle; -\path[draw=drawColor,line width= 1.1pt] (373.05,101.37) -- (374.04,101.37); +\path[draw=drawColor,line width= 1.1pt] (373.05,114.87) -- (374.04,114.87); \end{scope} \begin{scope} -\path[clip] ( 38.56,230.87) rectangle (206.47,247.44); +\path[clip] ( 38.56,267.01) rectangle (206.47,283.58); \definecolor{drawColor}{gray}{0.10} -\node[text=drawColor,anchor=base,inner sep=0pt, outer sep=0pt, scale= 0.88] at (122.51,236.13) {Columns : $d = 2$}; +\node[text=drawColor,anchor=base,inner sep=0pt, outer sep=0pt, scale= 0.88] at (122.51,272.26) {Columns : $d = 2$}; \end{scope} \begin{scope} -\path[clip] (211.97,230.87) rectangle (379.88,247.44); +\path[clip] (211.97,267.01) rectangle (379.88,283.58); \definecolor{drawColor}{gray}{0.10} -\node[text=drawColor,anchor=base,inner sep=0pt, outer sep=0pt, scale= 0.88] at (295.93,236.13) {Rows : $d = 1$}; +\node[text=drawColor,anchor=base,inner sep=0pt, outer sep=0pt, scale= 0.88] at (295.93,272.26) {Rows : $d = 1$}; \end{scope} \begin{scope} -\path[clip] (379.88,131.85) rectangle (396.46,230.87); +\path[clip] (379.88,149.92) rectangle (396.46,267.01); \definecolor{drawColor}{gray}{0.10} -\node[text=drawColor,rotate=-90.00,anchor=base,inner sep=0pt, outer sep=0pt, scale= 0.88] at (385.14,181.36) {modular}; +\node[text=drawColor,rotate=-90.00,anchor=base,inner sep=0pt, outer sep=0pt, scale= 0.88] at (385.14,208.46) {modular}; \end{scope} \begin{scope} -\path[clip] (379.88, 27.33) rectangle (396.46,126.35); +\path[clip] (379.88, 27.33) rectangle (396.46,144.42); \definecolor{drawColor}{gray}{0.10} -\node[text=drawColor,rotate=-90.00,anchor=base,inner sep=0pt, outer sep=0pt, scale= 0.88] at (385.14, 76.84) {nested}; +\node[text=drawColor,rotate=-90.00,anchor=base,inner sep=0pt, outer sep=0pt, scale= 0.88] at (385.14, 85.87) {nested}; \end{scope} \begin{scope} -\path[clip] ( 0.00, 0.00) rectangle (469.75,252.94); +\path[clip] ( 0.00, 0.00) rectangle (469.75,289.08); \definecolor{drawColor}{gray}{0.30} \node[text=drawColor,anchor=base,inner sep=0pt, outer sep=0pt, scale= 0.50] at ( 52.55, 18.94) {0}; @@ -5308,7 +5308,7 @@ \node[text=drawColor,anchor=base,inner sep=0pt, outer sep=0pt, scale= 0.50] at (192.48, 18.94) {0.6}; \end{scope} \begin{scope} -\path[clip] ( 0.00, 0.00) rectangle (469.75,252.94); +\path[clip] ( 0.00, 0.00) rectangle (469.75,289.08); \definecolor{drawColor}{gray}{0.30} \node[text=drawColor,anchor=base,inner sep=0pt, outer sep=0pt, scale= 0.50] at (225.96, 18.94) {0}; @@ -5326,230 +5326,227 @@ \node[text=drawColor,anchor=base,inner sep=0pt, outer sep=0pt, scale= 0.50] at (365.89, 18.94) {0.6}; \end{scope} \begin{scope} -\path[clip] ( 0.00, 0.00) rectangle (469.75,252.94); +\path[clip] ( 0.00, 0.00) rectangle (469.75,289.08); \definecolor{drawColor}{gray}{0.30} -\node[text=drawColor,anchor=base east,inner sep=0pt, outer sep=0pt, scale= 0.88] at ( 33.61,133.32) {0.00}; +\node[text=drawColor,anchor=base east,inner sep=0pt, outer sep=0pt, scale= 0.88] at ( 33.61,152.21) {0.00}; -\node[text=drawColor,anchor=base east,inner sep=0pt, outer sep=0pt, scale= 0.88] at ( 33.61,155.83) {0.25}; +\node[text=drawColor,anchor=base east,inner sep=0pt, outer sep=0pt, scale= 0.88] at ( 33.61,178.82) {0.25}; -\node[text=drawColor,anchor=base east,inner sep=0pt, outer sep=0pt, scale= 0.88] at ( 33.61,178.33) {0.50}; +\node[text=drawColor,anchor=base east,inner sep=0pt, outer sep=0pt, scale= 0.88] at ( 33.61,205.43) {0.50}; -\node[text=drawColor,anchor=base east,inner sep=0pt, outer sep=0pt, scale= 0.88] at ( 33.61,200.84) {0.75}; +\node[text=drawColor,anchor=base east,inner sep=0pt, outer sep=0pt, scale= 0.88] at ( 33.61,232.04) {0.75}; -\node[text=drawColor,anchor=base east,inner sep=0pt, outer sep=0pt, scale= 0.88] at ( 33.61,223.34) {1.00}; +\node[text=drawColor,anchor=base east,inner sep=0pt, outer sep=0pt, scale= 0.88] at ( 33.61,258.66) {1.00}; \end{scope} \begin{scope} -\path[clip] ( 0.00, 0.00) rectangle (469.75,252.94); +\path[clip] ( 0.00, 0.00) rectangle (469.75,289.08); \definecolor{drawColor}{gray}{0.30} -\node[text=drawColor,anchor=base east,inner sep=0pt, outer sep=0pt, scale= 0.88] at ( 33.61, 28.80) {0.00}; +\node[text=drawColor,anchor=base east,inner sep=0pt, outer sep=0pt, scale= 0.88] at ( 33.61, 29.62) {0.00}; -\node[text=drawColor,anchor=base east,inner sep=0pt, outer sep=0pt, scale= 0.88] at ( 33.61, 51.31) {0.25}; +\node[text=drawColor,anchor=base east,inner sep=0pt, outer sep=0pt, scale= 0.88] at ( 33.61, 56.23) {0.25}; -\node[text=drawColor,anchor=base east,inner sep=0pt, outer sep=0pt, scale= 0.88] at ( 33.61, 73.81) {0.50}; +\node[text=drawColor,anchor=base east,inner sep=0pt, outer sep=0pt, scale= 0.88] at ( 33.61, 82.84) {0.50}; -\node[text=drawColor,anchor=base east,inner sep=0pt, outer sep=0pt, scale= 0.88] at ( 33.61, 96.32) {0.75}; +\node[text=drawColor,anchor=base east,inner sep=0pt, outer sep=0pt, scale= 0.88] at ( 33.61,109.46) {0.75}; -\node[text=drawColor,anchor=base east,inner sep=0pt, outer sep=0pt, scale= 0.88] at ( 33.61,118.82) {1.00}; +\node[text=drawColor,anchor=base east,inner sep=0pt, outer sep=0pt, scale= 0.88] at ( 33.61,136.07) {1.00}; \end{scope} \begin{scope} -\path[clip] ( 0.00, 0.00) rectangle (469.75,252.94); +\path[clip] ( 0.00, 0.00) rectangle (469.75,289.08); \definecolor{drawColor}{RGB}{0,0,0} \node[text=drawColor,anchor=base,inner sep=0pt, outer sep=0pt, scale= 1.10] at (209.22, 7.64) {$p_{\texttt{NA}}$}; \end{scope} \begin{scope} -\path[clip] ( 0.00, 0.00) rectangle (469.75,252.94); +\path[clip] ( 0.00, 0.00) rectangle (469.75,289.08); \definecolor{drawColor}{RGB}{0,0,0} -\node[text=drawColor,rotate= 90.00,anchor=base,inner sep=0pt, outer sep=0pt, scale= 1.10] at ( 13.08,129.10) {ARI}; +\node[text=drawColor,rotate= 90.00,anchor=base,inner sep=0pt, outer sep=0pt, scale= 1.10] at ( 13.08,147.17) {ARI}; \end{scope} \begin{scope} -\path[clip] ( 0.00, 0.00) rectangle (469.75,252.94); +\path[clip] ( 0.00, 0.00) rectangle (469.75,289.08); \definecolor{drawColor}{RGB}{0,0,0} -\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 1.10] at (412.96,185.88) {Model}; +\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 1.10] at (412.96,203.95) {Model}; \end{scope} \begin{scope} -\path[clip] ( 0.00, 0.00) rectangle (469.75,252.94); +\path[clip] ( 0.00, 0.00) rectangle (469.75,289.08); \definecolor{drawColor}{RGB}{86,180,233} -\path[draw=drawColor,line width= 0.6pt] (420.18,166.30) -- - (420.18,168.47); +\path[draw=drawColor,line width= 0.6pt] (420.18,184.37) -- + (420.18,186.54); -\path[draw=drawColor,line width= 0.6pt] (420.18,175.70) -- - (420.18,177.87); +\path[draw=drawColor,line width= 0.6pt] (420.18,193.76) -- + (420.18,195.93); \definecolor{fillColor}{RGB}{86,180,233} -\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (414.76,168.47) rectangle (425.60,175.70); +\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (414.76,186.54) rectangle (425.60,193.76); -\path[draw=drawColor,line width= 0.6pt] (414.76,172.08) -- - (425.60,172.08); +\path[draw=drawColor,line width= 0.6pt] (414.76,190.15) -- + (425.60,190.15); \end{scope} \begin{scope} -\path[clip] ( 0.00, 0.00) rectangle (469.75,252.94); +\path[clip] ( 0.00, 0.00) rectangle (469.75,289.08); \definecolor{drawColor}{RGB}{213,94,0} -\path[draw=drawColor,line width= 0.6pt] (420.18,151.85) -- - (420.18,154.02); +\path[draw=drawColor,line width= 0.6pt] (420.18,169.92) -- + (420.18,172.08); -\path[draw=drawColor,line width= 0.6pt] (420.18,161.24) -- - (420.18,163.41); +\path[draw=drawColor,line width= 0.6pt] (420.18,179.31) -- + (420.18,181.48); \definecolor{fillColor}{RGB}{213,94,0} -\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (414.76,154.02) rectangle (425.60,161.24); +\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (414.76,172.08) rectangle (425.60,179.31); -\path[draw=drawColor,line width= 0.6pt] (414.76,157.63) -- - (425.60,157.63); +\path[draw=drawColor,line width= 0.6pt] (414.76,175.70) -- + (425.60,175.70); \end{scope} \begin{scope} -\path[clip] ( 0.00, 0.00) rectangle (469.75,252.94); +\path[clip] ( 0.00, 0.00) rectangle (469.75,289.08); \definecolor{drawColor}{RGB}{0,158,115} -\path[draw=drawColor,line width= 0.6pt] (420.18,137.39) -- - (420.18,139.56); +\path[draw=drawColor,line width= 0.6pt] (420.18,155.46) -- + (420.18,157.63); -\path[draw=drawColor,line width= 0.6pt] (420.18,146.79) -- - (420.18,148.96); +\path[draw=drawColor,line width= 0.6pt] (420.18,164.86) -- + (420.18,167.02); \definecolor{fillColor}{RGB}{0,158,115} -\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (414.76,139.56) rectangle (425.60,146.79); +\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (414.76,157.63) rectangle (425.60,164.86); -\path[draw=drawColor,line width= 0.6pt] (414.76,143.18) -- - (425.60,143.18); +\path[draw=drawColor,line width= 0.6pt] (414.76,161.24) -- + (425.60,161.24); \end{scope} \begin{scope} -\path[clip] ( 0.00, 0.00) rectangle (469.75,252.94); +\path[clip] ( 0.00, 0.00) rectangle (469.75,289.08); \definecolor{drawColor}{RGB}{204,121,167} -\path[draw=drawColor,line width= 0.6pt] (420.18,122.94) -- - (420.18,125.11); +\path[draw=drawColor,line width= 0.6pt] (420.18,141.01) -- + (420.18,143.18); -\path[draw=drawColor,line width= 0.6pt] (420.18,132.34) -- - (420.18,134.50); +\path[draw=drawColor,line width= 0.6pt] (420.18,150.40) -- + (420.18,152.57); \definecolor{fillColor}{RGB}{204,121,167} -\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (414.76,125.11) rectangle (425.60,132.34); +\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (414.76,143.18) rectangle (425.60,150.40); -\path[draw=drawColor,line width= 0.6pt] (414.76,128.72) -- - (425.60,128.72); +\path[draw=drawColor,line width= 0.6pt] (414.76,146.79) -- + (425.60,146.79); \end{scope} \begin{scope} -\path[clip] ( 0.00, 0.00) rectangle (469.75,252.94); +\path[clip] ( 0.00, 0.00) rectangle (469.75,289.08); \definecolor{drawColor}{RGB}{240,228,66} -\path[draw=drawColor,line width= 0.6pt] (420.18,108.49) -- - (420.18,110.65); +\path[draw=drawColor,line width= 0.6pt] (420.18,126.55) -- + (420.18,128.72); -\path[draw=drawColor,line width= 0.6pt] (420.18,117.88) -- - (420.18,120.05); +\path[draw=drawColor,line width= 0.6pt] (420.18,135.95) -- + (420.18,138.12); \definecolor{fillColor}{RGB}{240,228,66} -\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (414.76,110.65) rectangle (425.60,117.88); +\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (414.76,128.72) rectangle (425.60,135.95); -\path[draw=drawColor,line width= 0.6pt] (414.76,114.27) -- - (425.60,114.27); +\path[draw=drawColor,line width= 0.6pt] (414.76,132.34) -- + (425.60,132.34); \end{scope} \begin{scope} -\path[clip] ( 0.00, 0.00) rectangle (469.75,252.94); +\path[clip] ( 0.00, 0.00) rectangle (469.75,289.08); \definecolor{drawColor}{gray}{0.60} -\path[draw=drawColor,line width= 0.6pt] (420.18, 94.03) -- - (420.18, 96.20); +\path[draw=drawColor,line width= 0.6pt] (420.18,112.10) -- + (420.18,114.27); -\path[draw=drawColor,line width= 0.6pt] (420.18,103.43) -- - (420.18,105.60); +\path[draw=drawColor,line width= 0.6pt] (420.18,121.49) -- + (420.18,123.66); \definecolor{fillColor}{RGB}{153,153,153} -\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (414.76, 96.20) rectangle (425.60,103.43); +\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (414.76,114.27) rectangle (425.60,121.49); -\path[draw=drawColor,line width= 0.6pt] (414.76, 99.81) -- - (425.60, 99.81); +\path[draw=drawColor,line width= 0.6pt] (414.76,117.88) -- + (425.60,117.88); \end{scope} \begin{scope} -\path[clip] ( 0.00, 0.00) rectangle (469.75,252.94); +\path[clip] ( 0.00, 0.00) rectangle (469.75,289.08); \definecolor{drawColor}{RGB}{0,114,178} -\path[draw=drawColor,line width= 0.6pt] (420.18, 79.58) -- - (420.18, 81.75); +\path[draw=drawColor,line width= 0.6pt] (420.18, 97.65) -- + (420.18, 99.81); -\path[draw=drawColor,line width= 0.6pt] (420.18, 88.97) -- - (420.18, 91.14); +\path[draw=drawColor,line width= 0.6pt] (420.18,107.04) -- + (420.18,109.21); \definecolor{fillColor}{RGB}{0,114,178} -\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (414.76, 81.75) rectangle (425.60, 88.97); +\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (414.76, 99.81) rectangle (425.60,107.04); -\path[draw=drawColor,line width= 0.6pt] (414.76, 85.36) -- - (425.60, 85.36); +\path[draw=drawColor,line width= 0.6pt] (414.76,103.43) -- + (425.60,103.43); \end{scope} \begin{scope} -\path[clip] ( 0.00, 0.00) rectangle (469.75,252.94); +\path[clip] ( 0.00, 0.00) rectangle (469.75,289.08); \definecolor{drawColor}{RGB}{0,0,0} -\path[draw=drawColor,line width= 0.6pt] (420.18, 65.12) -- - (420.18, 67.29); +\path[draw=drawColor,line width= 0.6pt] (420.18, 83.19) -- + (420.18, 85.36); -\path[draw=drawColor,line width= 0.6pt] (420.18, 74.52) -- - (420.18, 76.69); +\path[draw=drawColor,line width= 0.6pt] (420.18, 92.59) -- + (420.18, 94.75); \definecolor{fillColor}{RGB}{0,0,0} -\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (414.76, 67.29) rectangle (425.60, 74.52); +\path[draw=drawColor,line width= 0.6pt,fill=fillColor,fill opacity=0.50] (414.76, 85.36) rectangle (425.60, 92.59); -\path[draw=drawColor,line width= 0.6pt] (414.76, 70.91) -- - (425.60, 70.91); +\path[draw=drawColor,line width= 0.6pt] (414.76, 88.97) -- + (425.60, 88.97); \end{scope} \begin{scope} -\path[clip] ( 0.00, 0.00) rectangle (469.75,252.94); +\path[clip] ( 0.00, 0.00) rectangle (469.75,289.08); \definecolor{drawColor}{RGB}{0,0,0} -\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (432.91,169.05) {$iid$}; +\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (432.91,187.12) {$iid$}; \end{scope} \begin{scope} -\path[clip] ( 0.00, 0.00) rectangle (469.75,252.94); +\path[clip] ( 0.00, 0.00) rectangle (469.75,289.08); \definecolor{drawColor}{RGB}{0,0,0} -\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (432.91,154.60) {sep-$iid$}; +\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (432.91,172.67) {sep-$iid$}; \end{scope} \begin{scope} -\path[clip] ( 0.00, 0.00) rectangle (469.75,252.94); +\path[clip] ( 0.00, 0.00) rectangle (469.75,289.08); \definecolor{drawColor}{RGB}{0,0,0} -\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (432.91,140.15) {$\pi$}; +\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (432.91,158.21) {$\pi$}; \end{scope} \begin{scope} -\path[clip] ( 0.00, 0.00) rectangle (469.75,252.94); +\path[clip] ( 0.00, 0.00) rectangle (469.75,289.08); \definecolor{drawColor}{RGB}{0,0,0} -\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (432.91,125.69) {sep-$\pi$}; +\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (432.91,143.76) {sep-$\pi$}; \end{scope} \begin{scope} -\path[clip] ( 0.00, 0.00) rectangle (469.75,252.94); +\path[clip] ( 0.00, 0.00) rectangle (469.75,289.08); \definecolor{drawColor}{RGB}{0,0,0} -\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (432.91,111.24) {$\rho$}; +\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (432.91,129.30) {$\rho$}; \end{scope} \begin{scope} -\path[clip] ( 0.00, 0.00) rectangle (469.75,252.94); +\path[clip] ( 0.00, 0.00) rectangle (469.75,289.08); \definecolor{drawColor}{RGB}{0,0,0} -\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (432.91, 96.78) {sep-$\rho$}; +\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (432.91,114.85) {sep-$\rho$}; \end{scope} \begin{scope} -\path[clip] ( 0.00, 0.00) rectangle (469.75,252.94); +\path[clip] ( 0.00, 0.00) rectangle (469.75,289.08); \definecolor{drawColor}{RGB}{0,0,0} -\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (432.91, 82.33) {$\pi\rho$}; +\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (432.91,100.40) {$\pi\rho$}; \end{scope} \begin{scope} -\path[clip] ( 0.00, 0.00) rectangle (469.75,252.94); +\path[clip] ( 0.00, 0.00) rectangle (469.75,289.08); \definecolor{drawColor}{RGB}{0,0,0} -\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (432.91, 67.88) {sep-$\pi\rho$}; +\node[text=drawColor,anchor=base west,inner sep=0pt, outer sep=0pt, scale= 0.88] at (432.91, 85.94) {sep-$\pi\rho$}; \end{scope} \end{tikzpicture} \end{document} -\end{tikzpicture} - -\end{document} diff --git a/tikz/simulations/na_robustness/auc-model.pdf b/tikz/simulations/na_robustness/auc-model.pdf index 00302f4..04c0653 100644 Binary files a/tikz/simulations/na_robustness/auc-model.pdf and b/tikz/simulations/na_robustness/auc-model.pdf differ diff --git a/tikz/simulations/na_robustness/auc-model.tex b/tikz/simulations/na_robustness/auc-model.tex index 2197f0a..43afd6a 100644 --- a/tikz/simulations/na_robustness/auc-model.tex +++ b/tikz/simulations/na_robustness/auc-model.tex @@ -1,4 +1,4 @@ -% Created by tikzDevice version 0.12.6 on 2024-07-24 16:25:30 +% Created by tikzDevice version 0.12.6 on 2024-07-24 17:05:02 % !TEX encoding = UTF-8 Unicode \documentclass[10pt]{standalone}\usepackage{tikz}