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tikz/validation-curve: Update

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Martin Thoma 2017-04-30 22:54:37 +02:00
parent 9c5d73dbff
commit 7f1684d2c1
24 changed files with 1988 additions and 1715 deletions
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53
tikz/validation-curve/validation-curve.tex
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@ -1,4 +1,4 @@
\documentclass[varwidth=true, border=2pt]{standalone}
\documentclass[border=2pt]{standalone}
\usepackage[utf8]{inputenc} % this is needed for umlauts
\usepackage[ngerman]{babel} % this is needed for umlauts
\usepackage[T1]{fontenc} % this is needed for correct output of umlauts in pdf
@ -9,33 +9,48 @@
\pgfplotsset{compat=1.13}
\begin{document}
\definecolor{c1}{HTML}{0072B2}
\definecolor{c2}{HTML}{009E73}
\definecolor{c3}{HTML}{CB0000}
\begin{tikzpicture}
\pgfplotsset{
scale only axis,
% scaled x ticks=base 10:3,
xmin=0, xmax=171,
width=15cm, height=8cm, % size of the image
}
\begin{axis}[
axis x line=middle,
axis y line=middle,
enlarge y limits=true,
xmin=0,
%xmax=2014,
axis y line*=left,
ymin=0.15,
% ymax=26000,
width=15cm, height=8cm, % size of the image
grid = major,
grid style={dashed, gray!30},
ylabel=validation error,
ylabel style={at={(0,1.0)}},
ylabel=validation accuracy,
legend style={at={(0.5,0.1)},anchor=south},
% ylabel style={at={(0,1.0)} },
xlabel=epoch,
legend style={at={(0.8,0.71)}, anchor=north},
legend cell align=right,
% legend style={at={(0.3,0.2)}, anchor=north},
% legend cell align=right,
xticklabel style=
{/pgf/number format/1000 sep=,rotate=60,anchor=east,font=\scriptsize},
% yticklabel style=
% {scaled ticks=false,/pgf/number format/1000 sep=\,,rotate=0,anchor=east,font=\scriptsize},
% legend style={draw=none, legend columns=-1}
]
\addplot[thick, red, mark=., densely dashed] table [x=epoch, y=max_acc, col sep=comma] {baseline_cifar_test_acc.csv};
\addplot[thick, blue, mark=.] table [x=epoch,y=min_acc, col sep=comma] {baseline_cifar_test_acc.csv};
\legend{maximum validation accuracy, minimum validation accuracy}
\addplot[thick, c1, mark=., densely dashed] table [x=epoch, y=max_acc, col sep=comma] {baseline_cifar_test_acc.csv};\label{plot_one}\addlegendentry{maximum validation accuracy}
\addplot[thick, c2, mark=.] table [x=epoch,y=min_acc, col sep=comma] {baseline_cifar_test_acc.csv};\label{plot_two}\addlegendentry{minimum validation accuracy}
\end{axis}
\end{tikzpicture}d
\begin{axis}[
axis y line*=right,
axis x line=none,
% xmin=0,
% xmax=171,
% ymin=0, ymax=100,
ylabel=loss,
legend style={at={(0.5,0.1)},anchor=south},
y dir=reverse
]
\addlegendimage{thick, c1, mark=., densely dashed}\addlegendentry{maximum validation accuracy}
\addlegendimage{thick, c2, mark=.}\addlegendentry{minimum validation accuracy}
\addplot[thick, c3, mark=., dotted] table [x=epoch,y=mean_loss, col sep=comma] {baseline_cifar_test_acc.csv};
\addlegendentry{mean loss}
\end{axis}
\end{tikzpicture}
\end{document}