Question: ( 2 ) Consider the following 2 segmentation outputs based on age. Segmentation ONE consists of 2 clusters / segments / groups . The average

(2) Consider the following 2 segmentation outputs based on age. Segmentation ONE consists of 2 clusters/segments/groups. The average ages in the two groups are 45 and 65, and the standard deviation/difference/distance between the two segments is 4.5 The standard deviations/differences/distances within each group are 1.2 and 1.7 respectively. Segmentation TWO also consists of 2 clusters. The average ages in the two groups here are 15 and 25, and the standard deviation/difference/distance between the two segments is 2.7. The standard deviations/differences/distances within each group are 2 and 2.2 respectively. Please comment on each of the above two segmentations. Which one achieves better separation/distinctiveness (non-overlapping), and relative homogeneity within a group?

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