What does regression mean in machine learning? Regression is valuable to data scientists everywhere because it's a tool that can be used to estimate an outcome based on various inputs.

Regression to the mean does not imply that things “naturally return to normal” or that performance declines due to some inherent limitation. It is a predictable artifact of variability.

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