Q$3,$ For the given data, compute two clusters using K$-$means algorithm for clustering where initial cluster centers are $(1\mathrm{.}0,1\mathrm{.}0)$ and $(5\mathrm{.}0,7\mathrm{.}0).[$Note: up to convergence or Maximum $4$ iterations $($whichever is earlier$)]$

$\backslash$table$[[$Record Number,A$,$B$],[$R$1,1\mathrm{.}0,1\mathrm{.}0],[$R$2,1\mathrm{.}5,2\mathrm{.}0],[$R$3,3\mathrm{.}0,4\mathrm{.}0],[$R$4,5\mathrm{.}0,7\mathrm{.}0],[$R$5,3\mathrm{.}5,5\mathrm{.}0],[$R$6,4\mathrm{.}5,5\mathrm{.}0],[$R$7,3\mathrm{.}5,4\mathrm{.}5]]$