\relax \@writefile{lof}{\contentsline {figure}{\numberline {1}{\ignorespaces The figure shows a linear SVM classifier for two linearly separable classes. The hyperplane $\mathbf {w}^T x + b$ is the solid line between $H_1$ and $H_2$, and the the margin is $M$.}}{2}} \newlabel{fig:svm}{{1}{2}} \newlabel{equ:w}{{1}{2}} \newlabel{equ:alpha:y}{{2}{2}} \newlabel{equ:dualconstr}{{2}{2}} \newlabel{equ:dual}{{3}{2}}