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So the distance between these examples is about 19. This distance is just a number — it has no units, and no meaningful interpretation. It is only really useful for comparing the similarity of one pair of instances to that of another pair. It turns out that comparing similarities is extremely useful.
Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking
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