Computer scienceData scienceMachine learningRegressionRegression metrics

MAPE and sMAPE

The difference

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What is the main difference between MAPE and sMAPE?

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The values of MAPE range from 0 to infinity while sMAPE's values have an upper bound

The values of sMAPE range from 0 to infinity while MAPE's values have an upper bound

The values of MAPE are guaranteed to lie in the 0 to 100 interval, while sMAPE's values belong to 0-200 interval

sMAPE's values belong to the 0 to 100 interval, while MAPE's values can range from 0 to either 100 or 200

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