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%{\bf  Table ?:} Neareset Neighbor :  Hadamard , Frequency,TF-IDF and Binary 
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\begin{table}
\small

\caption{One-class SVM using the Hadamard representation, with vector dimension 20 ($m$=20).
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\label{table-svm-oneclass-hadamard}
\footnotesize
\begin{tabular}{|l|l|l|l||l|l|l||l|l|l||l|l|l|}  


\hline 
&\multicolumn{3}{c||}{Linear} & \multicolumn{3}{c||}{Sigmoid}  &\multicolumn{3}{c||}{Polynomial} &\multicolumn{3}{c|}{Radial basis}\\
{\bf } &$F_1$ &R     &P     &$F_1$ &R     &P     &$F_1$ &R     &P     &$F_1$ &R     &P \\ \hline \hline
Earn  &0.592 &0.440 &0.905 &0.285 &0.172 &0.824 &0.000 &0.000 &0.000 &0.523 &0.369 &0.896 \\ 
Acq   &0.253 &0.368 &0.192 &0.007 &0.005 &0.014 &0.000 &0.000 &0.000 &0.039 &0.321 &0.049 \\ 
Money &0.266 &0.278 &0.255 &0.168 &0.312 &0.114 &0.000 &0.000 &0.000 &0.266 &0.278 &0.255 \\
Grain &0.067 &0.035 &0.888 &0.066 &0.035 &0.615 &0.098 &0.910 &0.051 &0.067 &0.035 &0.888 \\
Crude &0.139 &0.101 &0.227 &0.068 &0.116 &0.048 &0.000 &0.000 &0.000 &0.139 &0.101 &0.227 \\ 
Trade &0.523 &0.755 &0.400 &0.273 &0.795 &0.165 &0.000 &0.000 &0.000 &0.523 &0.755 &0.400 \\ 
Int   &0.149 &0.083 &0.704 &0.169 &0.102 &0.487 &0.000 &0.000 &0.000 &0.162 &0.094 &0.583 \\
Ship  &0.150 &0.707 &0.084 &0.105 &0.641 &0.057 &0.000 &0.000 &0.000 &0.150 &0.707 &0.084 \\
Wheat &0.054 &0.225 &0.031 &0.014 &0.059 &0.008 &0.051 &0.962 &0.026 &0.057 &0.236 &0.032 \\
Corn  &0.079 &0.304 &0.046 &0.019 &0.043 &0.012 &0.040 &0.989 &0.020 &0.079 &0.304 &0.046 \\ \hline \hline
Avg   &0.227 &0.329 &0.373 &0.117 &0.228 &0.234 &0.018 &0.286 &0.009 &0.200 &0.320 &0.346 \\
\hline

\end{tabular}

\end{table}


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