Question: 15. Consider the following data set. Object A B C D E F G H I J X 0 1 2 2 4 5 6

15. Consider the following data set.

Object A B C D E F G H I J X 0 1 2 2 4 5 6 6 6 5 Y 1 0 0 6 8 6 2 1 1 8

(a) Use the K-means algorithm to split the above 10 objects into three distinct clusters by considering objects A, B, and C as their initial cluster centroids.

(b) Using part (a), plot the resulting clusters after each iteration along with their centroids.

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