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by SkyBelow 1315 days ago
My initial guess is that regression determines how well you fit an existing pattern or group of patterns but doesn't find out if there is an even better fitting pattern not used. Linear regression will determine how well you fit a linear pattern and while you can use it to search for non-linear patterns (like a regression of home prices against area squared instead of area), it only tests the patterns you put in.