Business Analytics

A distributor of various types of magazines has collected data about local homeowners who may be potential subscribers for some of its magazines. A cluster analysis was run which resulted in the following output. Cluster Summary Cluster Count 1 15 2 23 3 415 4 207 Step Criterion Cluster Means Residence Is Retired (1 Is Married Cluster IncomeLength yes, 0 no) d-yes O - no) 1 0.46666667 1 0.60869565 1 49266.6667 47.3333333 2 29043A783 14.8695652 3 275445783 14.8240964 4 49908.2126 21.5603865 Cluster Standard Deviations Is Married Residence Is Retired ter Income Length -yes, 0 no) 1-yes 0 - no) 0 0.49888765 Cluster 1 22376.9723 13.8692305 2 17565.9707 8.31606276 3 218871655 11.6592338 4 20363.9892 14.0332585 0 0.48804227 Question 4 (5 points) description based on the analysis provided. Use each cluster Match the Cluster to its correct Question 13 (5 points) For a Decision Tree, if we change the cutoff value it is likely to have no impact on the overall accuracy or other metrics calculated from the confusion matri True False Page 13 of 40