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?
Consider the following set of two-dimensional records:
Record ID
Dimension1
Dimension2
1
8
4
2
5
4
3
2
4
4
2
6
5
2
8
6
8
6
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.
Item
A
B
C
D
E
A
0
1
2
2
3
B
1
0
2
4
3
C
2
2
0
1
5
D
2
4
1
0
3
E
3
3
5
3
0
Draw single link hierarchical clustering dendrograms. The dendrograms should clearly show the order in which the points are merged.
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