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TL;DR: Two classes can have the same average and still feel completely different — one tightly clustered, one all over the map. Mean absolute deviation, or MAD, is how you measure that spread. Subtract the mean from each value, take the absolute value so you only care about distance (not direction), then average those distances. […]
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