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K-means clustering is applied with K = 2, on a small example with six observations and two features, X 1 and X 2 . What

K-means clustering is applied with K = 2, on a small example with six observations and two features, X1 and X2 . What are the centroids for each cluster?

(There are a set of points in a 2 dimensional space with the following coordinates: Point P1 has coordinates (0,4), Point P2 has coordinates (1,4), Point P3 has coordinates (1,3), Point P4 has coordinates (4,0), Point P5 has coordinates (5,1) and point P6 has coordinates (6,2).)

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