Computer scienceData scienceMachine learningRegressionRegression metrics

MAE

Skewness

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MAE does not account for the direction of the errors. What is the main reason for that?

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MAE is scale-dependent

MAE is a linear function

All individual errors proportionally contribute towards the final score

The absolute values of the differences are taken

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