$2\mathrm{.}3$ Given the following feature points, use the K$-$Means clustering machine

learning algorithm to partition the given points into two separate clusters

$(K=2)$ assuming points $D$ and $F$ are your initial centroids.

$(4$ Mark$)$

Use the following distance metric:

dist$(vec(x),$vec$(y))=||vec(x)-$vec$(y)|{|}_2^2$