Data Science Fundamentals and Practical Approaches by Dr. Gypsy Nandi & Dr. Rupam Kumar Sharma

Author:Dr. Gypsy Nandi & Dr. Rupam Kumar Sharma [Nandi, Dr. Gypsy & Sharma, Dr. Rupam Kumar]
Language: eng
Format: epub
ISBN: 9789389845662
Publisher: BPB Publications
Published: 2020-11-15T00:00:00+00:00

Figure 5.32: (a) Cluster formation (b) Corresponding dendrogram

The distance matrix table after the update is shown in Table 5.14. As seen in the table p3 is clubbed with p1 and p2:

P1, P2, P3

P4

P5, P6

P1, P2, P3

0

P4

2.82

0

P5, P6

5

2.23

0

Table 5.14: Updated distance matrix

In the next iteration, the minimum of Table 5.9 is considered. The minimum value is 2.23 and therefore P4 is clubbed together with P5, P6. The updated table is shown in Table 5.10. The graph against Table 5.15 is shown in Figure 5.33. As can be seen in the graph the new cluster formed is P4, P5, and P6. The corresponding dendrogram is shown in Figure 5.33(b):

Download

Copyright Disclaimer:
This site does not store any files on its server. We only index and link to content provided by other sites. Please contact the content providers to delete copyright contents if any and email us, we'll remove relevant links or contents immediately.