Question 8 Suppose that the k-medoids algorithm is being used to obtain a partitioning of a dataset of 2- dimensional points. Consider two representative points m₁ and m₂ m₁ = (11,48) m2 = (39, 26). Suppose that p = (8, 58) is currently assigned to the cluster represented by m₁. If m₂ were replaced by a random non-representative point r, r = (43, 16), would p be assigned to the cluster represented by r, or would p remain assigned to cluster represented by m₁? Assume the Euclidean distance is used as the dissimilarity measure. Enter 1 is the answer is p would be assigned to the cluster represented by r. Enter O if the answer is p would remain assigned to cluster represented by m1.

Computer Networking: A Top-Down Approach (7th Edition)
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Author:James Kurose, Keith Ross
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Question 8
Suppose that the k-medoids algorithm is being used to obtain a partitioning of a dataset of 2-
dimensional points. Consider two representative points m, and m2
m1 = (11, 48)
m2 = (39, 26).
Suppose that p = (8, 58) is currently assigned to the cluster represented by m.. If m2 were replaced
by a random non-representative point r,
r = (43, 16),
would p be assigned to the cluster represented by r, or would p remain assigned to cluster
represented by m,? Assume the Euclidean distance is used as the dissimilarity measure.
Enter 1 is the answer is p would be assigned to the cluster represented by r.
Enter O if the answer is p would remain assigned to cluster represented by m1.
Transcribed Image Text:Question 8 Suppose that the k-medoids algorithm is being used to obtain a partitioning of a dataset of 2- dimensional points. Consider two representative points m, and m2 m1 = (11, 48) m2 = (39, 26). Suppose that p = (8, 58) is currently assigned to the cluster represented by m.. If m2 were replaced by a random non-representative point r, r = (43, 16), would p be assigned to the cluster represented by r, or would p remain assigned to cluster represented by m,? Assume the Euclidean distance is used as the dissimilarity measure. Enter 1 is the answer is p would be assigned to the cluster represented by r. Enter O if the answer is p would remain assigned to cluster represented by m1.
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