$($B$)$ Consider a following dataset:

i$)$ Is the dataset linearly separable?

$(1$ mark$)$

ii$)$ Derive the appropriate Kernel Matrix for this problem. $(1\mathrm{.}5$ marks$)$

iii$)$ Derive the decision boundary using SVM$.$

$(2\mathrm{.}5$ marks$)$