$($a$)$ Suppose you are given the following class labeled data points:

C$\_(1)$:$\{((1)/(1))((2)/(2))((2)/(0))\},$

C$\_(2)$:$\{((0)/(0))((1)/(0))((0)/(1))\}$

$($i$)$Plot these training points and and construct by inspection the weight vector for the Hyperplane and

the optimal margin. $($ii$)$ Construct the solution in dual space by finding the Lagrange multipliers and

compare the results of $($i$).$