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Model Flexibility and the Risk of Overfitting
Introduction¶
When using a regression model, you've got to be super careful that you aren't overfitting your data. But what does that even mean? What causes an "overfitted" model?
Well, the answer to that question is excessive model flexibility. But again, "excessive flexibility" is not the most understandable of responses. Hopefully this post will shed a bit of light on the matter!
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