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LaTeX-examples/tikz/validation-curve/validation-curve.tex

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2017-04-22 11:35:38 +02:00
\documentclass[varwidth=true, 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
\usepackage[margin=2.5cm]{geometry} %layout
\usepackage{tikz}
\usepackage{pgfplots}
\pgfplotsset{compat=1.13}
\begin{document}
\begin{tikzpicture}
\begin{axis}[
axis x line=middle,
axis y line=middle,
enlarge y limits=true,
xmin=0,
%xmax=2014,
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)}},
xlabel=epoch,
legend style={at={(0.8,0.71)}, 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}
\end{axis}
\end{tikzpicture}d
\end{document}