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  2. If this assignment is obtained right after an iteration of K-means clustering (which may or may not have terminated), do you think the assignment will change in later iterations? Why or why not?

If this assignment is obtained right after an iteration of K-means clustering (which may or may not have terminated), do you think the assignment will change in later iterations? Why or why not?

Given a clustering assignment on four 2-dimensional points

Pt Feature 1 Feature 2 Cluster

A 2 2 1

B 0 2 1

C -4 -1 2

D -3 -2 2

(a) Calculate the silhouette coefficient for point B.

(b) If this assignment is obtained right after an iteration of K-means clustering (which may or may not have terminated), do you think the assignment will change in later iterations? Why or why not?

 


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