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PeerJ Computer Science· 2021Q2

The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation

Davide Chicco, Matthijs J. Warrens, Giuseppe Jurman

Short summary

The coefficient of determination (R-squared) is a more informative and truthful metric for evaluating regression analysis than SMAPE, MSE, RMSE, MAE, and MAPE.

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Field: Statistics and Probability

Statistics and ProbabilityMathematics