\begin{tabular}{|l|l|l|l| }
\hline
 &  \multicolumn{3}{c|}{Multilabel} \\
\cline{2-4} & desc & BoW & both \\ \hline
Decision Tree       & {\bf 0.8446} & 0.7711 & {\bf 0.8639}\\
Ensemble Extra Tree & 0.7917 & 0.7720 & 0.7923\\
Extra Tree          & 0.7066 & 0.6651 & 0.6642\\
Neural Net          & 0.7938 & {\bf 0.7991} & 0.8174\\
Random Forest       & 0.7733 & 0.7533 & 0.7720\\
\hline
\end{tabular}