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The experiment is performed with UCF Sport Action Dataset. Each x instance is normalized visual word frequency histogram of local features extracted from supervoxel region in the video. The split consists of training $3886$, testing $2277$ instances, respectively with $20k$ dimension.   \begin{itemize}  \item Linear Kernel: Kernel -  mAP: $31.91\%$ ( Runtime = $2.5$ mins ) \item Intersection Kernel: Kernel -  mAP: $35.65\%$ ( Runtime = $3.3$ mins ) \item Chi-square Kernel: Kernel -  mAP: $31.91\%$ \item Jenson-Shannon Kernel: Kernel -  mAP: $31.91\%$ \end{itemize}