(Solution) - Consider the following set of two dimensional records Also consider two different -(2025 Original AI-Free Solution)

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Consider the following set of two-dimensional records:

Also consider two different clustering schemes: (1) where Cluster 1 contains records {1, 2, 3} and Cluster 2 contains records {4, 5, 6} and (2) where Cluster 1 contains records {1, 6} and Cluster 2 contains records {2, 3, 4, 5}. Which scheme is better and why?