daniel/tensor_predictors
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Daniel Kapla 2025-11-15 11:01:48 +01:00
parent 780a5b7eba
commit 05a9be9977
2 changed files with 15 additions and 14 deletions
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2
.gitignore vendored
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@ -113,6 +113,8 @@ mlda_analysis/
References/
dataAnalysis/chess/*.Rdata
dataAnalysis/Classification of EEG/
dataAnalysis/Autism-EEG/
dataAnalysis/chest_xray/
*.csv
*.csv.log

27
LaTeX/plots/sim-ising.tex
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@ -51,7 +51,7 @@
}
\begin{document}
\begin{tikzpicture}[>=latex]
\begin{tikzpicture}[>=latex, scale = 0.58]
\begin{axis}[
name=sim-2a,
@ -66,7 +66,7 @@
\addplot[color = clpca] table[x = sample.size, y = dist.subspace.clpca] {aggr-2a-ising.csv};
\end{axis}
\node[anchor = base west, yshift = 0.3em] at (sim-2a.north west) {
a: linear dependence on $\mathcal{F}_y \equiv y$
a: linear dependence
};
\begin{axis}[
name=sim-2b,
@ -83,12 +83,11 @@
\addplot[color = clpca] table[x = sample.size, y = dist.subspace.clpca] {aggr-2b-ising.csv};
\end{axis}
\node[anchor = base west, yshift = 0.3em] at (sim-2b.north west) {
b: quadratic dependence on $y$
b: quadratic dependence
};
\begin{axis}[
name=sim-2c,
anchor=north west, at={(sim-2a.below south west)}, yshift=-.8em,
xticklabel=\empty
anchor=north west, at={(sim-2a.below south west)}, yshift=-1.3em
]
\addplot[color = gmlm, line width=1pt] table[x = sample.size, y = dist.subspace.gmlm] {aggr-1a-normal.csv};
\addplot[color = pca] table[x = sample.size, y = dist.subspace.pca] {aggr-2c-ising.csv};
@ -116,19 +115,19 @@
\addplot[color = clpca] table[x = sample.size, y = dist.subspace.clpca] {aggr-2d-ising.csv};
\end{axis}
\node[anchor = base west, yshift = 0.3em] at (sim-2d.north west) {
d: interaction constraints via $\boldsymbol{\Omega}$'s
d: interaction constraints% via $\boldsymbol{\Omega}$'s
};
\node[anchor = north] at (current bounding box.south) {Sample Size $n$};
\matrix[anchor = north] at (current bounding box.south) {
\draw[color=gmlm, legend entry, line width=1pt] plot coordinates {(0, 0) (.3, 0) (.6, 0)}; & \node[anchor=west] {GMLM}; &
\draw[color=tsir, legend entry] plot coordinates {(0, 0) (.3, 0) (.6, 0)}; & \node[anchor=west] {TSIR}; &
\draw[color=mgcca, legend entry] plot coordinates {(0, 0) (.3, 0) (.6, 0)}; & \node[anchor=west] {MGCCA}; &
\draw[color=hopca, legend entry] plot coordinates {(0, 0) (.3, 0) (.6, 0)}; & \node[anchor=west] {HOPCA}; &
\draw[color=pca, legend entry] plot coordinates {(0, 0) (.3, 0) (.6, 0)}; & \node[anchor=west] {PCA}; &
\draw[color=lpca, legend entry] plot coordinates {(0, 0) (.3, 0) (.6, 0)}; & \node[anchor=west] {LPCA}; &
\draw[color=clpca, legend entry] plot coordinates {(0, 0) (.3, 0) (.6, 0)}; & \node[anchor=west] {CLPCA}; \\
\matrix[anchor = west] at (current bounding box.east) {
\draw[color=gmlm, legend entry, line width=1pt] plot coordinates {(0, 0) (.3, 0) (.6, 0)}; & \node[anchor=west, font=\footnotesize] {GMLM}; \\
\draw[color=tsir, legend entry] plot coordinates {(0, 0) (.3, 0) (.6, 0)}; & \node[anchor=west, font=\footnotesize] {TSIR}; \\
\draw[color=mgcca, legend entry] plot coordinates {(0, 0) (.3, 0) (.6, 0)}; & \node[anchor=west, font=\footnotesize] {MGCCA}; \\
\draw[color=hopca, legend entry] plot coordinates {(0, 0) (.3, 0) (.6, 0)}; & \node[anchor=west, font=\footnotesize] {HOPCA}; \\
\draw[color=pca, legend entry] plot coordinates {(0, 0) (.3, 0) (.6, 0)}; & \node[anchor=west, font=\footnotesize] {PCA}; \\
\draw[color=lpca, legend entry] plot coordinates {(0, 0) (.3, 0) (.6, 0)}; & \node[anchor=west, font=\footnotesize] {LPCA}; \\
\draw[color=clpca, legend entry] plot coordinates {(0, 0) (.3, 0) (.6, 0)}; & \node[anchor=west, font=\footnotesize] {CLPCA}; \\
};
\node[anchor = south, rotate = 90] at (current bounding box.west) {Subspace Distance $d(\boldsymbol{B}, \hat{\boldsymbol{B}})$};