\ssp
\section{Accuracy $U$-test By Data Set}
\label{accutest}
%
\begin{figure} [!ht] %
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{audiology for acc}
\label{fig:audiology-acc}
\end{figure}
\begin{figure} [!ht] %[p]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
   disctree3& 4& 0& 0& 4\\
        pkid& 1& 1& 2& 0\\
 fayyadIrani& 1& 1& 2& 0\\
        tbin& 0& 1& 3& -1\\
         cat& 0& 3& 1& -3\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{auto-mpg for acc}
\label{fig:auto-mpg-acc}
\end{figure}
\begin{figure} [!ht] %[p]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{breast-cancer for acc}
\label{fig:breast-cancer-acc}
\end{figure}
\clearpage
\begin{figure} [!ht] % [p]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{breast-cancer-wisconsin for acc}
\label{fig:breast-cancer-wisconsin-acc}
\end{figure}

\begin{figure} [!ht] %[p]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
   disctree3& 3& 0& 1& 3\\
 fayyadIrani& 2& 0& 2& 2\\
        pkid& 2& 1& 1& 1\\
        tbin& 1& 3& 0& -2\\
         cat& 0& 4& 0& -4\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{credit-a for acc}
\label{fig:credit-a-acc}
\end{figure}
\begin{figure} [!ht] %[p]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 4& 0& 0& 4\\
        tbin& 2& 1& 1& 1\\
         cat& 2& 1& 1& 1\\
        pkid& 0& 3& 1& -3\\
   disctree3& 0& 3& 1& -3\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{diabetes for acc}
\label{fig:diabetes-acc}
\end{figure}

\begin{figure} [!ht] %[p]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{ecoli for acc}
\label{fig:ecoli-acc}
\end{figure}
\begin{figure} [!ht] %[p]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 1& 0& 3& 1\\
        pkid& 1& 0& 3& 1\\
 fayyadIrani& 1& 0& 3& 1\\
   disctree3& 1& 0& 3& 1\\
         cat& 0& 4& 0& -4\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{flag for acc}
\label{fig:flag-acc}
\end{figure}
\clearpage
\begin{figure} [!ht] %[p]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 2& 0& 2& 2\\
         cat& 2& 0& 2& 2\\
   disctree3& 1& 0& 3& 1\\
        tbin& 1& 2& 1& -1\\
        pkid& 0& 4& 0& -4\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{hayes-roth for acc}
\label{fig:hayes-roth-acc}
\end{figure}
\begin{figure} [!ht] %[p]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 1& 0& 3& 1\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
        pkid& 0& 1& 3& -1\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{heart-c for acc}
\label{fig:heart-c-acc}
\end{figure}
\begin{figure} [!ht] %[p]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{heart-h for acc}
\label{fig:heart-h-acc}
\end{figure}
\begin{figure}[!ht] % [p]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 3& 0& 1& 3\\
        tbin& 1& 0& 3& 1\\
   disctree3& 0& 1& 3& -1\\
         cat& 0& 1& 3& -1\\
        pkid& 0& 2& 2& -2\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{hepatitis for acc}
\label{fig:hepatitis-acc}
\end{figure}

\begin{figure}[!ht] % [p]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 4& 0& 0& 4\\
        tbin& 1& 1& 2& 0\\
   disctree3& 0& 1& 3& -1\\
         cat& 0& 1& 3& -1\\
        pkid& 0& 2& 2& -2\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{imports-85 for acc}
\label{fig:imports-85-acc}
\end{figure}
\clearpage
\begin{figure}[!ht] % [p]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{iris for acc}
\label{fig:iris-acc}
\end{figure}
\begin{figure}[!ht] % [p]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{kr-vs-kp for acc}
\label{fig:kr-vs-kp-acc}
\end{figure}

\begin{figure}[!ht] % [p]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 3& 0& 1& 3\\
        pkid& 2& 0& 2& 2\\
   disctree3& 2& 1& 1& 1\\
        tbin& 1& 3& 0& -2\\
         cat& 0& 4& 0& -4\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{letter for acc}
\label{fig:letter-acc}
\end{figure}
\begin{figure} [!ht] %[p]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{mushroom for acc}
\label{fig:mushroom-acc}
\end{figure}
\begin{figure}[!ht] % [p]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 3& 0& 1& 3\\
 fayyadIrani& 3& 0& 1& 3\\
        pkid& 1& 2& 1& -1\\
   disctree3& 1& 2& 1& -1\\
         cat& 0& 4& 0& -4\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{segment for acc}
\label{fig:segment-acc}
\end{figure}
\clearpage
\begin{figure}[!ht] % [p]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{soybean for acc}
\label{fig:soybean-acc}
\end{figure}
\begin{figure} [!ht] %[p]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{splice for acc}
\label{fig:splice-acc}
\end{figure}
\begin{figure} [!ht] %[p]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 3& 0& 1& 3\\
 fayyadIrani& 3& 0& 1& 3\\
         cat& 2& 2& 0& 0\\
        pkid& 0& 3& 1& -3\\
   disctree3& 0& 3& 1& -3\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{vowel for acc}
\label{fig:vowel-acc}
\end{figure}
\begin{figure} [!ht] %[p]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 4& 0& 0& 4\\
        tbin& 2& 1& 1& 1\\
         cat& 2& 1& 1& 1\\
        pkid& 0& 3& 1& -3\\
   disctree3& 0& 3& 1& -3\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{waveform-5000 for acc}
\label{fig:waveform-5000-acc}
\end{figure}
\begin{figure} [!ht] %[p]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 4& 0& 0& 4\\
        tbin& 1& 1& 2& 0\\
        pkid& 1& 1& 2& 0\\
   disctree3& 1& 1& 2& 0\\
         cat& 0& 4& 0& -4\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{wdbc for acc}
\label{fig:wdbc-acc}
\end{figure}
\clearpage
\begin{figure}[!ht] % [p]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{wine for acc}
\label{fig:wine-acc}
\end{figure}
\normalsize
%\onecolumn

\ssp
\section{Balance $U$-test by Data Set}
\label{balutest}

%\scriptsize
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{audiology for bal}
\label{fig:audiology-bal}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
   disctree3& 4& 0& 0& 4\\
        pkid& 1& 1& 2& 0\\
        tbin& 0& 1& 3& -1\\
 fayyadIrani& 0& 1& 3& -1\\
         cat& 0& 2& 2& -2\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{auto-mpg for bal}
\label{fig:auto-mpg-bal}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{breast-cancer for bal}
\label{fig:breast-cancer-bal}
\end{figure}
\clearpage
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{breast-cancer-wisconsin for bal}
\label{fig:breast-cancer-wisconsin-bal}
\end{figure}
%\clearpage
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
   disctree3& 3& 0& 1& 3\\
 fayyadIrani& 2& 0& 2& 2\\
        pkid& 2& 1& 1& 1\\
        tbin& 1& 3& 0& -2\\
         cat& 0& 4& 0& -4\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{credit-a for bal}
\label{fig:credit-a-bal}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 4& 0& 0& 4\\
   disctree3& 1& 1& 2& 0\\
        tbin& 0& 1& 3& -1\\
        pkid& 0& 1& 3& -1\\
         cat& 0& 2& 2& -2\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{diabetes for bal}
\label{fig:diabetes-bal}
\end{figure}

\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        pkid& 2& 0& 2& 2\\
 fayyadIrani& 2& 0& 2& 2\\
         cat& 2& 0& 2& 2\\
        tbin& 0& 3& 1& -3\\
   disctree3& 0& 3& 1& -3\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{ecoli for bal}
\label{fig:ecoli-bal}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 2& 0& 2& 2\\
        pkid& 1& 0& 3& 1\\
   disctree3& 1& 0& 3& 1\\
         cat& 1& 1& 2& 0\\
        tbin& 0& 4& 0& -4\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{flag for bal}
\label{fig:flag-bal}
\end{figure}
\clearpage
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 2& 0& 2& 2\\
   disctree3& 2& 0& 2& 2\\
         cat& 2& 0& 2& 2\\
        tbin& 1& 3& 0& -2\\
        pkid& 0& 4& 0& -4\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{hayes-roth for bal}
\label{fig:hayes-roth-bal}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 1& 0& 3& 1\\
   disctree3& 1& 0& 3& 1\\
 fayyadIrani& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
        pkid& 0& 2& 2& -2\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{heart-c for bal}
\label{fig:heart-c-bal}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{heart-h for bal}
\label{fig:heart-h-bal}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 2& 0& 2& 2\\
 fayyadIrani& 2& 0& 2& 2\\
   disctree3& 1& 0& 3& 1\\
        pkid& 0& 2& 2& -2\\
         cat& 0& 3& 1& -3\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{hepatitis for bal}
\label{fig:hepatitis-bal}
\end{figure}

\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        pkid& 1& 0& 3& 1\\
 fayyadIrani& 1& 0& 3& 1\\
        tbin& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 2& 2& -2\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{imports-85 for bal}
\label{fig:imports-85-bal}
\end{figure}
\clearpage
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{iris for bal}
\label{fig:iris-bal}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{kr-vs-kp for bal}
\label{fig:kr-vs-kp-bal}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        pkid& 2& 0& 2& 2\\
 fayyadIrani& 2& 0& 2& 2\\
   disctree3& 2& 0& 2& 2\\
        tbin& 1& 3& 0& -2\\
         cat& 0& 4& 0& -4\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{letter for bal}
\label{fig:letter-bal}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{mushroom for bal}
\label{fig:mushroom-bal}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 3& 0& 1& 3\\
 fayyadIrani& 3& 0& 1& 3\\
        pkid& 1& 2& 1& -1\\
   disctree3& 1& 2& 1& -1\\
         cat& 0& 4& 0& -4\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{segment for bal}
\label{fig:segment-bal}
\end{figure}
\clearpage
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{soybean for bal}
\label{fig:soybean-bal}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{splice for bal}
\label{fig:splice-bal}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 3& 0& 1& 3\\
 fayyadIrani& 3& 0& 1& 3\\
         cat& 2& 2& 0& 0\\
        pkid& 0& 3& 1& -3\\
   disctree3& 0& 3& 1& -3\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{vowel for bal}
\label{fig:vowel-bal}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 3& 0& 1& 3\\
        tbin& 1& 0& 3& 1\\
         cat& 1& 1& 2& 0\\
        pkid& 0& 1& 3& -1\\
   disctree3& 0& 3& 1& -3\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{waveform-5000 for bal}
\label{fig:waveform-5000-bal}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 4& 0& 0& 4\\
        tbin& 1& 1& 2& 0\\
        pkid& 1& 1& 2& 0\\
   disctree3& 1& 1& 2& 0\\
         cat& 0& 4& 0& -4\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{wdbc for bal}
\label{fig:wdbc-bal}
\end{figure}
\clearpage
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{wine for bal}
\label{fig:wine-bal}
\end{figure}
\normalsize

\ssp

\section{Precision $U$-test by Data Set}
\label{precutest}


%\scriptsize
\tiny
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{audiology for prec}
\label{fig:audiology-prec}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
   disctree3& 3& 0& 1& 3\\
        pkid& 0& 0& 4& 0\\
        tbin& 0& 1& 3& -1\\
 fayyadIrani& 0& 1& 3& -1\\
         cat& 0& 1& 3& -1\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{auto-mpg for prec}
\label{fig:auto-mpg-prec}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{breast-cancer for prec}
\label{fig:breast-cancer-prec}
\end{figure}
\clearpage
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{breast-cancer-wisconsin for prec}
\label{fig:breast-cancer-wisconsin-prec}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        pkid& 2& 0& 2& 2\\
 fayyadIrani& 2& 0& 2& 2\\
   disctree3& 2& 0& 2& 2\\
        tbin& 1& 3& 0& -2\\
         cat& 0& 4& 0& -4\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{credit-a for prec}
\label{fig:credit-a-prec}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 4& 0& 0& 4\\
        tbin& 0& 1& 3& -1\\
        pkid& 0& 1& 3& -1\\
   disctree3& 0& 1& 3& -1\\
         cat& 0& 1& 3& -1\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{diabetes for prec}
\label{fig:diabetes-prec}
\end{figure}

\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 2& 0& 2& 2\\
        pkid& 1& 0& 3& 1\\
         cat& 1& 0& 3& 1\\
        tbin& 0& 1& 3& -1\\
   disctree3& 0& 3& 1& -3\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{ecoli for prec}
\label{fig:ecoli-prec}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        pkid& 1& 0& 3& 1\\
 fayyadIrani& 1& 0& 3& 1\\
   disctree3& 1& 0& 3& 1\\
         cat& 1& 0& 3& 1\\
        tbin& 0& 4& 0& -4\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{flag for prec}
\label{fig:flag-prec}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 1& 0& 3& 1\\
 fayyadIrani& 1& 0& 3& 1\\
   disctree3& 1& 0& 3& 1\\
         cat& 1& 0& 3& 1\\
        pkid& 0& 4& 0& -4\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{hayes-roth for prec}
\label{fig:hayes-roth-prec}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
   disctree3& 1& 0& 3& 1\\
        tbin& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
        pkid& 0& 1& 3& -1\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{heart-c for prec}
\label{fig:heart-c-prec}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{heart-h for prec}
\label{fig:heart-h-prec}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{hepatitis for prec}
\label{fig:hepatitis-prec}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{imports-85 for prec}
\label{fig:imports-85-prec}
\end{figure}
\clearpage
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{iris for prec}
\label{fig:iris-prec}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{kr-vs-kp for prec}
\label{fig:kr-vs-kp-prec}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 3& 0& 1& 3\\
        pkid& 2& 0& 2& 2\\
   disctree3& 2& 1& 1& 1\\
        tbin& 1& 3& 0& -2\\
         cat& 0& 4& 0& -4\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{letter for prec}
\label{fig:letter-prec}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{mushroom for prec}
\label{fig:mushroom-prec}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 3& 0& 1& 3\\
 fayyadIrani& 3& 0& 1& 3\\
        pkid& 1& 2& 1& -1\\
   disctree3& 0& 2& 2& -2\\
         cat& 0& 3& 1& -3\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{segment for prec}
\label{fig:segment-prec}
\end{figure}
\clearpage
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{soybean for prec}
\label{fig:soybean-prec}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{splice for prec}
\label{fig:splice-prec}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 2& 0& 2& 2\\
 fayyadIrani& 2& 0& 2& 2\\
         cat& 2& 0& 2& 2\\
        pkid& 0& 3& 1& -3\\
   disctree3& 0& 3& 1& -3\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{vowel for prec}
\label{fig:vowel-prec}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 2& 0& 2& 2\\
        tbin& 1& 0& 3& 1\\
         cat& 1& 0& 3& 1\\
        pkid& 0& 1& 3& -1\\
   disctree3& 0& 3& 1& -3\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{waveform-5000 for prec}
\label{fig:waveform-5000-prec}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 4& 0& 0& 4\\
        pkid& 1& 1& 2& 0\\
   disctree3& 1& 1& 2& 0\\
        tbin& 0& 1& 3& -1\\
         cat& 0& 3& 1& -3\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{wdbc for prec}
\label{fig:wdbc-prec}
\end{figure}
\clearpage
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{wine for prec}
\label{fig:wine-prec}
\end{figure}
\normalsize

\ssp

\section{Probability of Detection $U$-test by Data Set}
\label{pdutest}


%\scriptsize
\tiny
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{audiology for pd}
\label{fig:audiology-pd}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
   disctree3& 4& 0& 0& 4\\
        pkid& 1& 1& 2& 0\\
        tbin& 0& 1& 3& -1\\
 fayyadIrani& 0& 1& 3& -1\\
         cat& 0& 2& 2& -2\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{auto-mpg for pd}
\label{fig:auto-mpg-pd}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{breast-cancer for pd}
\label{fig:breast-cancer-pd}
\end{figure}
\clearpage
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{breast-cancer-wisconsin for pd}
\label{fig:breast-cancer-wisconsin-pd}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 2& 0& 2& 2\\
   disctree3& 2& 0& 2& 2\\
        pkid& 1& 0& 3& 1\\
        tbin& 1& 2& 1& -1\\
         cat& 0& 4& 0& -4\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{credit-a for pd}
\label{fig:credit-a-pd}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 4& 0& 0& 4\\
        tbin& 0& 1& 3& -1\\
        pkid& 0& 1& 3& -1\\
   disctree3& 0& 1& 3& -1\\
         cat& 0& 1& 3& -1\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{diabetes for pd}
\label{fig:diabetes-pd}
\end{figure}

\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
         cat& 4& 0& 0& 4\\
        pkid& 2& 1& 1& 1\\
 fayyadIrani& 2& 1& 1& 1\\
        tbin& 0& 3& 1& -3\\
   disctree3& 0& 3& 1& -3\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{ecoli for pd}
\label{fig:ecoli-pd}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        pkid& 1& 0& 3& 1\\
 fayyadIrani& 1& 0& 3& 1\\
   disctree3& 1& 0& 3& 1\\
         cat& 1& 0& 3& 1\\
        tbin& 0& 4& 0& -4\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{flag for pd}
\label{fig:flag-pd}
\end{figure}
\clearpage
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 2& 0& 2& 2\\
         cat& 2& 0& 2& 2\\
   disctree3& 1& 0& 3& 1\\
        tbin& 1& 2& 1& -1\\
        pkid& 0& 4& 0& -4\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{hayes-roth for pd}
\label{fig:hayes-roth-pd}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
   disctree3& 1& 0& 3& 1\\
        tbin& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
        pkid& 0& 1& 3& -1\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{heart-c for pd}
\label{fig:heart-c-pd}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{heart-h for pd}
\label{fig:heart-h-pd}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 1& 0& 3& 1\\
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 1& 3& -1\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{hepatitis for pd}
\label{fig:hepatitis-pd}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{imports-85 for pd}
\label{fig:imports-85-pd}
\end{figure}
\clearpage
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{iris for pd}
\label{fig:iris-pd}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{kr-vs-kp for pd}
\label{fig:kr-vs-kp-pd}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        pkid& 2& 0& 2& 2\\
 fayyadIrani& 2& 0& 2& 2\\
   disctree3& 2& 0& 2& 2\\
        tbin& 1& 3& 0& -2\\
         cat& 0& 4& 0& -4\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{letter for pd}
\label{fig:letter-pd}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{mushroom for pd}
\label{fig:mushroom-pd}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 3& 0& 1& 3\\
        tbin& 2& 0& 2& 2\\
        pkid& 1& 1& 2& 0\\
   disctree3& 1& 2& 1& -1\\
         cat& 0& 4& 0& -4\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{segment for pd}
\label{fig:segment-pd}
\end{figure}
\clearpage
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{soybean for pd}
\label{fig:soybean-pd}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{splice for pd}
\label{fig:splice-pd}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 3& 0& 1& 3\\
 fayyadIrani& 3& 0& 1& 3\\
         cat& 2& 2& 0& 0\\
        pkid& 0& 3& 1& -3\\
   disctree3& 0& 3& 1& -3\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{vowel for pd}
\label{fig:vowel-pd}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 4& 0& 0& 4\\
         cat& 2& 1& 1& 1\\
        tbin& 1& 1& 2& 0\\
        pkid& 1& 2& 1& -1\\
   disctree3& 0& 4& 0& -4\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{waveform-5000 for pd}
\label{fig:waveform-5000-pd}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 3& 0& 1& 3\\
   disctree3& 1& 0& 3& 1\\
        tbin& 1& 1& 2& 0\\
        pkid& 1& 1& 2& 0\\
         cat& 0& 4& 0& -4\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{wdbc for pd}
\label{fig:wdbc-pd}
\end{figure}
\clearpage
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{wine for pd}
\label{fig:wine-pd}
\end{figure}
\normalsize
%\onecolumn

\ssp

\section{Probability of Not False Alarm $U$-test by Data Set}
\label{npfutest}



\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{audiology for npf}
\label{fig:audiology-npf}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
   disctree3& 3& 0& 1& 3\\
        pkid& 0& 0& 4& 0\\
        tbin& 0& 1& 3& -1\\
 fayyadIrani& 0& 1& 3& -1\\
         cat& 0& 1& 3& -1\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{auto-mpg for npf}
\label{fig:auto-mpg-npf}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{breast-cancer for npf}
\label{fig:breast-cancer-npf}
\end{figure}
\clearpage
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{breast-cancer-wisconsin for npf}
\label{fig:breast-cancer-wisconsin-npf}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 2& 0& 2& 2\\
   disctree3& 2& 0& 2& 2\\
        pkid& 1& 0& 3& 1\\
        tbin& 1& 2& 1& -1\\
         cat& 0& 4& 0& -4\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{credit-a for npf}
\label{fig:credit-a-npf}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 4& 0& 0& 4\\
        tbin& 0& 1& 3& -1\\
        pkid& 0& 1& 3& -1\\
   disctree3& 0& 1& 3& -1\\
         cat& 0& 1& 3& -1\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{diabetes for npf}
\label{fig:diabetes-npf}
\end{figure}

\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{ecoli for npf}
\label{fig:ecoli-npf}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 1& 0& 3& 1\\
        pkid& 1& 0& 3& 1\\
 fayyadIrani& 1& 0& 3& 1\\
   disctree3& 1& 0& 3& 1\\
         cat& 0& 4& 0& -4\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{flag for npf}
\label{fig:flag-npf}
\end{figure}
\clearpage
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
         cat& 2& 0& 2& 2\\
 fayyadIrani& 1& 0& 3& 1\\
   disctree3& 1& 0& 3& 1\\
        tbin& 1& 1& 2& 0\\
        pkid& 0& 4& 0& -4\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{hayes-roth for npf}
\label{fig:hayes-roth-npf}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
   disctree3& 1& 0& 3& 1\\
        tbin& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
        pkid& 0& 1& 3& -1\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{heart-c for npf}
\label{fig:heart-c-npf}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{heart-h for npf}
\label{fig:heart-h-npf}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 1& 0& 3& 1\\
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 1& 3& -1\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{hepatitis for npf}
\label{fig:hepatitis-npf}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 3& 0& 1& 3\\
        tbin& 1& 0& 3& 1\\
   disctree3& 0& 1& 3& -1\\
         cat& 0& 1& 3& -1\\
        pkid& 0& 2& 2& -2\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{imports-85 for npf}
\label{fig:imports-85-npf}
\end{figure}
\clearpage
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{iris for npf}
\label{fig:iris-npf}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{kr-vs-kp for npf}
\label{fig:kr-vs-kp-npf}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        pkid& 2& 0& 2& 2\\
 fayyadIrani& 2& 0& 2& 2\\
   disctree3& 2& 0& 2& 2\\
        tbin& 1& 3& 0& -2\\
         cat& 0& 4& 0& -4\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{letter for npf}
\label{fig:letter-npf}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{mushroom for npf}
\label{fig:mushroom-npf}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 2& 0& 2& 2\\
 fayyadIrani& 2& 0& 2& 2\\
         cat& 0& 0& 4& 0\\
        pkid& 0& 2& 2& -2\\
   disctree3& 0& 2& 2& -2\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{segment for npf}
\label{fig:segment-npf}
\end{figure}
\clearpage
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{soybean for npf}
\label{fig:soybean-npf}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{splice for npf}
\label{fig:splice-npf}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 2& 0& 2& 2\\
 fayyadIrani& 2& 0& 2& 2\\
         cat& 2& 0& 2& 2\\
        pkid& 0& 3& 1& -3\\
   disctree3& 0& 3& 1& -3\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{vowel for npf}
\label{fig:vowel-npf}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 2& 0& 2& 2\\
        tbin& 1& 0& 3& 1\\
         cat& 1& 0& 3& 1\\
        pkid& 0& 1& 3& -1\\
   disctree3& 0& 3& 1& -3\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{waveform-5000 for npf}
\label{fig:waveform-5000-npf}
\end{figure}
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
 fayyadIrani& 3& 0& 1& 3\\
   disctree3& 1& 0& 3& 1\\
        tbin& 1& 1& 2& 0\\
        pkid& 1& 1& 2& 0\\
         cat& 0& 4& 0& -4\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{wdbc for npf}
\label{fig:wdbc-npf}
\end{figure}
\clearpage
\begin{figure} [!ht]
\begin{center}
\scriptsize
\begin{tabular}{|c|ccc|c|} \cline{1-5}
\textit{key}& \textit{win}& \textit{loss}& \textit{ties}& \textit{win-loss}\\\cline{1-5}
        tbin& 0& 0& 4& 0\\
        pkid& 0& 0& 4& 0\\
 fayyadIrani& 0& 0& 4& 0\\
   disctree3& 0& 0& 4& 0\\
         cat& 0& 0& 4& 0\\
\cline{1-5}
\end{tabular}
\end{center}
\caption{wine for npf}
\label{fig:wine-npf}
\end{figure}
\normalsize
