Advantages of the mean absolute error (MAE) over the root mean square error (RMSE) in assessing average model performance

J. Willmott, C.; Matsuura, Kenji

doi:10.3354/cr030079

Public

Advantages of the mean absolute error (MAE) over the root mean square error (RMSE) in assessing average model performance

Shared by NobleBlocks on Jan 1, 2005 • 12:00 AM UTC

Authors:

C. J. Willmott

Kenji Matsuura

Abstract

CR Climate Research Contact the journal Facebook Twitter RSS Mailing List Subscribe to our mailing list via Mailchimp HomeLatest VolumeAbout the JournalEditorsSpecials CR 30:79-82 (2005) - doi:10.3354/cr030079 Advantages of the mean absolute error (MAE) over the root mean square error (RMSE) in asse...

Subject

Mean squared error

Statistics

Mean absolute error

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