1. If cluster membership is determined by examining the squared distance of each respondent's position from the initial cluster centers, list the respondents assigned to initial Cluster#1(5 points)

 

 

 

 

1. If we iterate between re-computing the cluster centroids and re-assigning the respondents to clusters until cluster membership for the respondents does not change any more, what would be the co-ordinates of the centroids for the converged two-cluster solution? (5 points)

 

 

 

 

1. Based on the converged two-cluster solution, list the respondents that would fall in each of the two clusters. (10 points)

 

1. Cluster 1: ________________
2. Cluster 2: ________________

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3. Use the data from the figure below to answer the following questions: Durability 11 10 S 6 8 G N 7 W 6 5 4 3 2 1 0 Initial Cent 1 Initial Cent 2 R B C 0 1 2 3 4 5 6 78 Compactness 6 . 10 11 3. Use the data from the figure below to answer the following questions: Durability 11 10 S 6 8 G N 7 W 6 5 4 3 2 1 0 Initial Cent 1 Initial Cent 2 R B C 0 1 2 3 4 5 6 78 Compactness 6 . 10 11