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