Perform k-means clustering on the accompanying data set. Use variables x 4 , x 5 , x
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Perform k-means clustering on the accompanying data set. Use variables x4, x5, x6, and x7, standardized to z-scores, in the analysis.
a. Specify the k value as 2 and plot the cluster membership using the cluster and silhouette plots. What is the average silhouette width?
b. Specify the k value as 3 and plot the cluster membership using the cluster and silhouette plots. What is the average silhouette width?
c. Specify the k value as 4 and plot the cluster membership using the cluster and silhouette plots. What is the average silhouette width?
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Related Book For
Business Analytics Communicating With Numbers
ISBN: 9781260785005
1st Edition
Authors: Sanjiv Jaggia, Alison Kelly, Kevin Lertwachara, Leida Chen
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