Computer scienceData scienceMachine learningRegressionRegression metrics

MAE

MAE: an overview

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This metric produces scores on the scale of the underlying data

MAE is insensitive to outliers

Large and small errors have a proportional weight in the final score

MAE considers the squared difference between the true target and the prediction

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