tensor_predictors/LaTeX/plots/sim-tsir.tex

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%%% R code to generate the input data files from corresponding simulation logs
% R> setwd("~/Work/tensorPredictors")
% R>
% R> sim <- read.csv("sim/sim-tsir-20231123T1155.csv")
% R>
% R> aggr <- aggregate(sim[startsWith(names(sim), "dist")], sim[c("rho", "order", "beta.version")], mean)
% R>
% R> write.table(aggr, file = "LaTeX/plots/aggr-tsir.csv", row.names = FALSE, quote = FALSE)
\documentclass[border=0cm]{standalone}
\usepackage{tikz}
\usepackage{pgfplots}
\usepackage{bm}
\definecolor{gmlm}{RGB}{0,0,0}
% \definecolor{mgcca}{RGB}{86,180,233}
\definecolor{tsir}{RGB}{0,158,115}
\definecolor{sir}{RGB}{86,180,233}
% \definecolor{hopca}{RGB}{230,159,0}
% \definecolor{pca}{RGB}{240,228,66}
% \definecolor{lpca}{RGB}{0,114,178}
% \definecolor{clpca}{RGB}{213,94,0}
\pgfplotsset{
compat=newest,
every axis/.style={
% grid,
% grid style={gray, dotted},
3d box = complete*,
xtick = {0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8},
ytick = {2, 3, 4},
ymin = 1.5, ymax = 4.5,
ztick = {0.2, 0.4, 0.6, 0.8, 1},
zmin = 0, zmax = 1,
xlabel = $\rho$,
ylabel = $r$
}
}
\tikzset{
legend entry/.style={
mark = *,
mark size = 1pt,
mark indices = {2},
line width=0.8pt
}
}
\newcommand{\addarea}[4]{
\addplot3[
fill = #1,
draw = none,
fill opacity = 0.65,
y filter/.append expression={
\thisrow{order} == #3 && \thisrow{beta.version} == #2 ? #4 : NaN
}
] table [x = rho, y expr = NaN, z = dist.subspace.#1] {aggr-tsir.csv} \closedcycle;
\addplot3[
color = #1,
line width = 0.8pt,
y filter/.append expression={
\thisrow{order} == #3 && \thisrow{beta.version} == #2 ? #4 : NaN
}
] table [x = rho, y expr = NaN, z = dist.subspace.#1] {aggr-tsir.csv};
}
\begin{document}
\begin{tikzpicture}[>=latex]
\begin{axis}[
name=v1
]
\addarea{sir}{1}{4}{4.05};
\addarea{tsir}{1}{4}{4.0};
\addarea{gmlm}{1}{4}{3.95};
\addarea{sir}{1}{3}{3.05};
\addarea{tsir}{1}{3}{3.0};
\addarea{gmlm}{1}{3}{2.95};
\addarea{sir}{1}{2}{2.05};
\addarea{tsir}{1}{2}{2.0};
\addarea{gmlm}{1}{2}{1.95};
\end{axis}
\node[anchor = south] at (v1.north) {V1};
\begin{axis}[
name=v2,
xshift = 8cm
]
\addarea{tsir}{2}{4}{4.05};
\addarea{gmlm}{2}{4}{4.0};
\addarea{sir}{2}{4}{3.95};
\addarea{tsir}{2}{3}{3.05};
\addarea{gmlm}{2}{3}{3.0};
\addarea{sir}{2}{3}{2.95};
\addarea{tsir}{2}{2}{2.05};
\addarea{gmlm}{2}{2}{2.0};
\addarea{sir}{2}{2}{1.95};
\end{axis}
\node[anchor = south] at (v2.north) {V2};
\matrix[anchor = north] at (current bounding box.south) {
\fill[color = gmlm, opacity = 0.65] (0, -.1) rectangle (.6, .1); \draw[color=gmlm, line width = 0.8pt] (0, .1) -- (.6, .1); & \node[anchor=west] {GMLM}; &
\fill[color = tsir, opacity = 0.65] (0, -.1) rectangle (.6, .1); \draw[color=tsir, line width = 0.8pt] (0, .1) -- (.6, .1); & \node[anchor=west] {TSIR}; &
\fill[color = sir, opacity = 0.65] (0, -.1) rectangle (.6, .1); \draw[color=sir, line width = 0.8pt] (0, .1) -- (.6, .1); & \node[anchor=west] {SIR}; \\
};
\node[anchor = south, rotate = 90, yshift = 1.5em] at (v1.west) {Subspace Distance $d(\boldsymbol{B}, \widehat{\boldsymbol{B}})$};
\node[anchor = south, rotate = -90, yshift = 1.5em] at (v2.east) {\phantom{Subspace Distance $d(\boldsymbol{B}, \widehat{\boldsymbol{B}})$}};
\end{tikzpicture}
\end{document}