A deficiency I notice in practically every implementation of clustering (segmentation) is the snapshot mentality. For example, a vendor of a product would segment their customers in an attempt to isolate the ones who would be most likely to buy their product. This captures a snapshot of the groups of similar customers right now, but it doesn't … Continue reading Cluster Drift →