Stop Blaming the Data: A Better Way to Handle Covariance Shift

Source: Towards Data Science

Stop Blaming the Data: A Better Way to Handle Covariance Shift

Instead of using shift as an excuse for poor performance, use Inverse Probability Weighting to estimate how your model should perform in the new environment.

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