Business Analytics Quiz
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PREDICTIVE MODELING
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A retailer applies k-means to two customer variables: annual spending, measured in dollars and ranging from 500500 to 50,00050{,}000, and purchase frequency, ranging from 11 to 4040 orders. Without standardization, the model produces clusters that mostly separate customers by annual spending.
Which action and interpretation are most appropriate before using the clusters for marketing decisions?
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