(NOTE: GIVE ANSWER MUST BE IN SOLVED FORM, NO PROGRAMMING)

1. Consider the following data set consisting of the scores of two variables on each of seven individuals. This data set is to be grouped into two clusters. Let the individual 1 & 4 be the initial cluster centers i.e., the two centers are (1.0, 1.0) and (5.0, 7.0). Now, apply the K-Means clustering techniques to find new centers with associated cluster members.

Subject	A	B
1	1.0	1.0
2	1.5	2.0
3	3.0	4.0
4	5.0	7.0
5	3.5	5.0
6	4.5	5.0
7	3.5	4.5

a) Consider the following data set consisting of the scores of two variables on each of seven individuals. This data set is to be grouped into two clusters. Let the individual 1 & 4 be the initial cluster centers i.e., the two centers are (1.0, 1.0) and (5.0.7.0). Now, apply the K- Means clustering techniques to find new centers with associated cluster members. A 1.0 1.5 B 1.0 2.0 4.0 Subject 1 2 3 4 5 6 7 3.0 5.0 3.5 4.5 3.5 7.0 5.0 5.0 4.5