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LaTeX-examples/documents/papers/write-math-paper/figures/errors-by-epoch-pretraining/errors-by-epoch-pretraining.tex
2015-10-14 14:46:02 +02:00

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\begin{tikzpicture}
\begin{axis}[
axis x line=middle,
axis y line=middle,
enlarge y limits=true,
xmin=0,
% xmax=1000,
ymin=0.18, ymax=0.4,
minor ytick={0, 0.01, ..., 1},
% width=15cm, height=8cm, % size of the image
grid = both,
minor grid style={dashed, gray!30},
major grid style={gray!40},,
%grid style={dashed, gray!30},
ylabel=error,
xlabel=epoch,
legend cell align=left,
legend style={
at={(0.5,-0.1)},
anchor=north,
legend columns=2
}
]
\addplot[mark=x,green] table [each nth point=20,x=epoch, y=testerror, col sep=comma] {baseline-1.csv};
\addplot[mark=x,orange] table [each nth point=20,x=epoch, y=testerror, col sep=comma] {baseline-2.csv};
\addplot[mark=x,red] table [each nth point=20,x=epoch, y=testerror, col sep=comma] {baseline-2-pretraining.csv};
\legend{{1 hidden layer},
{2 hidden layers},
{2 hidden layers with pretraining}}
\end{axis}
\end{tikzpicture}