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Which of the following is NOT a step in applying a K - Means clustering algorithm? A . Choose K as the number of clusters.

Which of the following is NOT a step in applying a K $-$ Means clustering algorithm?

A $.$ Choose K as the number of clusters.

B $.$ In each iteration, compute the distance between any pair of clusters.

C $.$ In each iteration, assign data records to their closest clusters.

D $.$ In each iteration, update cluster locations to their new centroids.

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