Commit 1802705c authored by Tien's avatar Tien

added statistical for threshold test

parent ab8af14c
......@@ -297,10 +297,27 @@ INDEX-053.txt data/samples/Physgen/INDEX-physgen10.txt 0.5261174636174665
Thresholds for the current known generator have been empirically set according to tests presented in this section.
In each test, 400 samples of a specific generator were used along with 8200 samples of genuine paper with the following statistical information:
\begin{table}[ht]
\begin{tabular}{|l|c|c|c|c|c|}
%\hline
\hline
& Scigen & Physgen & Mathgen & Propgen & Genuine \\ \hline
Mean distant to NN& 0.3516657439 & 0.3531284423 & 0.2284321961 & 0.1425688279 & 0.6909262827\\
Standard deviation & 0.0144390015 & 0.0120515277 & 0.0143429504 & 0.0157618469 & 0.1170299643\\
Median & 0.3518156669 & 0.3527417268 & 0.2272039843 & 0.140403222 & 0.6424112226\\
\hline
\end{tabular}
\end{table}
\paragraph{SCIgen}
\url{http://pdos.csail.mit.edu/scigen/} (dir {\tt data/samples/SCIgen)}.
\begin{figure}[htb]
\begin{center}
\includegraphics[width=0.65\linewidth]{fig/hist_sci.pdf}
......@@ -308,28 +325,29 @@ Thresholds for the current known generator have been empirically set according t
\end{center}
\end{figure}
\paragraph{scigen-physics}
\paragraph{Mathgen}
\url{http://thatsmathematics.com/mathgen/} (dir {\tt data/samples/Mathgen});
\url{https://bitbucket.org/birkenfeld/scigen-physics} (dir {\tt data/samples/Physgen)};
\begin{figure}[htb]
\begin{center}
\includegraphics[width=0.65\linewidth]{fig/hist_math.pdf}
\caption{Distribution of distances to the {\emph mathgen} nearest neighbour. In blue for a set of {\emph non-mathgen} paper. In red for a set of {\emph mathgen} paper}
\includegraphics[width=0.65\linewidth]{fig/hist_phy.pdf}
\caption{Distribution of distances to the {\emph scigen-physics} nearest neighbour. In blue for a set of {\emph non-scigen-physics} paper. In red for a set of {\emph scigen-physics} paper}
\end{center}
\end{figure}
\paragraph{scigen-physics}
\url{https://bitbucket.org/birkenfeld/scigen-physics} (dir {\tt data/samples/Physgen)};
\paragraph{Mathgen}
\url{http://thatsmathematics.com/mathgen/} (dir {\tt data/samples/Mathgen});
\begin{figure}[htb]
\begin{center}
\includegraphics[width=0.65\linewidth]{fig/hist_phy.pdf}
\caption{Distribution of distances to the {\emph scigen-physics} nearest neighbour. In blue for a set of {\emph non-scigen-physics} paper. In red for a set of {\emph scigen-physics} paper}
\includegraphics[width=0.65\linewidth]{fig/hist_math.pdf}
\caption{Distribution of distances to the {\emph mathgen} nearest neighbour. In blue for a set of {\emph non-mathgen} paper. In red for a set of {\emph mathgen} paper}
\end{center}
\end{figure}
\paragraph{propgen}
\url{http://www.nadovich.com/chris/randprop/} ( dir {\tt data/samples/Propgen)};
......
No preview for this file type
Markdown is supported
0% or
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment