Computer scienceData scienceMachine learningRegressionRegression metrics

MAPE and sMAPE

Opt out of MAPE

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Select the requirements that would complicate the use of MAPE in a particular case.

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The scores have to be interpretable

We know that the targets contain zeros

We know that the targets are close enough to zero to cause the score to maximize, making the metric unusable in quality estimation

The score has to be expressed in percantages

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