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Covariate shift in k-means clustering

I'm trying to build a customer segmentation framework on e-commerce data. To do this, I'm using k-means clustering on variables which quantify the purchase Recency, purchase Frequency, Monetary value ...
Bhanuteja Aryasomayajula's user avatar