ECE $49500/54810$: Machine Learning

$3.(25$ points$)$ Given the following data, use $k-$means clustering to cluster the data points using $k=2$ and centroids of $(1\mathrm{.}5,3)$ for cluster A and $(2\mathrm{.}5,4\mathrm{.}5)$ for cluster $B.$ Then calculate the updated centroids and the resulting root mean squared error.

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