Question $5(20$ points$)$

Consider a two$-$class classification task that takes the following four one$-$dimensional

points: ${}_1$:$\{0,1\}$;${}_2$:$\{2,3\}$

Demonstrate the Support Vector Machine $($SVM$)$ approach step$-$by$-$step to get the

optimal classifier. Indicate which the support vectors are.