{\tiny  
\begin{table}
\small
\caption{One-class SVM using the binary representation, with different vector dimensions. 
Some sample categories.}
\label{table-svm-oneclass-all}
\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

&\multicolumn{12}{c|}{dimension 40} \\ \hline
Grain &0.479 &0.453 &0.707 &0.425 &0.331 &0.594 &0.059 &0.524 &0.031 &0.478 &0.453 &0.506 \\
Ship  &0.135 &0.482 &0.078 &0.203 &0.205 &0.202 &0.027 &0.589 &0.014 &0.135 &0.482 &0.078 \\
Wheat &0.416 &0.392 &0.442 &0.307 &0.226 &0.482 &0.030 &0.548 &0.015 &0.414 &0.392 &0.439 \\
Corn  &0.340 &0.380 &0.308 &0.325 &0.250 &0.464 &0.029 &0.625 &0.015 &0.339 &0.380 &0.307 \\
\hline

&\multicolumn{12}{c|}{dimension 60} \\ \hline

%Earn  &0.652 &0.521 &0.873 &0.686 &0.562 &0.880 &0.678 &0.555 &0.871 &0.321 &0.479 &0.241 \\ 
%Acq   &0.488 &0.495 &0.481 &0.489 &0.497 &0.482 &0.491 &0.482 &0.501 &0.194 &0.465 &0.122 \\ 
%Money &0.487 &0.470 &0.504 &0.494 &0.479 &0.509 &0.503 &0.428 &0.611 &0.084 &0.541 &0.045 \\
Grain &0.436 &0.434 &0.438 &0.398 &0.300 &0.593 &0.056 &0.486 &0.029 &0.434 &0.434 &0.435 \\
%Crude &0.496 &0.430 &0.586 &0.496 &0.430 &0.588 &0.485 &0.408 &0.599 &0.111 &0.589 &0.062 \\ 
%Trade &0.441 &0.359 &0.571 &0.441 &0.361 &0.566 &0.453 &0.366 &0.592 &0.239 &0.496 &0.157 \\ 
%Int   &0.440 &0.456 &0.424 &0.425 &0.429 &0.420 &0.425 &0.356 &0.528 &0.092 &0.518 &0.050 \\
Ship  &0.177 &0.400 &0.114 &0.229 &0.169 &0.358 &0.029 &0.671 &0.014 &0.178 &0.405 &0.014 \\
Wheat &0.383 &0.381 &0.385 &0.254 &0.182 &0.419 &0.028 &0.591 &0.014 &0.388 &0.387 &0.389 \\
Corn  &0.326 &0.347 &0.307 &0.272 &0.195 &0.450 &0.027 &0.592 &0.013 &0.324 &0.347 &0.303 \\
%\hline \hline
%Avg   &0.455 &0.446 &0.504 &0.458 &0.449 &0.505 &0.460 &0.403 &0.557 &0.126 &0.519 &0.079\\
\hline

&\multicolumn{12}{c|}{dimension 100} \\ \hline


%Earn  &0.652 &0.521 &0.873 &0.686 &0.562 &0.880 &0.678 &0.555 &0.871 &0.321 &0.479 &0.241 \\ 
%Acq   &0.488 &0.495 &0.481 &0.489 &0.497 &0.482 &0.491 &0.482 &0.501 &0.194 &0.465 &0.122 \\ 
%Money &0.487 &0.470 &0.504 &0.494 &0.479 &0.509 &0.503 &0.428 &0.611 &0.084 &0.541 &0.045 \\
Grain  &0.412 &0.425 &0.400 &0.259 &0.157 &0.727 &0.031 &0.232 &0.017 &0.412 &0.425 &0.400 \\
%Crude &0.496 &0.430 &0.586 &0.496 &0.430 &0.588 &0.485 &0.408 &0.599 &0.111 &0.589 &0.062 \\ 
%Trade &0.441 &0.359 &0.571 &0.441 &0.361 &0.566 &0.453 &0.366 &0.592 &0.239 &0.496 &0.157 \\ 
%Int   &0.440 &0.456 &0.424 &0.425 &0.429 &0.420 &0.425 &0.356 &0.528 &0.092 &0.518 &0.050 \\
Ship  &0.164 &0.446 &0.100 &0.150 &0.092 &0.400 &0.028 &0.625 &0.014 &0.164 &0.446 &0.100 \\
Wheat &0.530 &0.376 &0.897 &0.258 &0.150 &0.903 &0.039 &0.634 &0.020 &0.530 &0.376 &0.897 \\
Corn  &0.273 &0.320 &0.237 &0.186 &0.125 &0.370 &0.028 &0.619 &0.014 &0.272 &0.320 &0.236 \\ \hline 
%Avg   &0.455 &0.446 &0.504 &0.458 &0.449 &0.505 &0.460 &0.403 &0.557 &0.126 &0.519 &0.079\\


\end{tabular}

\end{table}


} %%%END of SMALL


%\end{document}
