added statistical for threshold test

tex/README.tex

@@ -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)};