You are using k-means clustering to classify heart patients for a hospital. You have chosen Patient Sex, Height, Weight, Age and Income as measures and have used 3 clusters. When you create a pair-wise plot of the clusters, you notice that there is significant overlap between the clusters.
What should you do?
A.
Identify additional measures to add to the analysis
B.
Remove one of the measures
C.
Decrease the number of clusters
D.
Increase the number of clusters
Decreasing the number of clusters would create more of an overlap, you absolute dumbsh*t. Answers would be either A or D.
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