Consider the following set of two-dimensional records:

Assignment 5

  1. Consider the following set of two-dimensional records:
Record IDDimension1Dimension2
184
254
324
426
528
686

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?

  • Use the following table which contains five sample items with distance between the elements indicated in the table entries.
ItemABCDE
A01223
B10243
C22015
D24103
E33530
  • Draw single link hierarchical clustering dendrograms. The dendrograms should clearly show the order in which the points are merged.
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