Advantages of the mean absolute error (MAE) over the root mean square error (RMSE) in assessing aver...
Advantages of the mean absolute error (MAE) over the root mean square error (RMSE) in assessing average model performance
About this item
Full title
Author / Creator
Publisher
Inter-Research
Journal title
Language
English
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Publisher
Inter-Research
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Scope and Contents
Contents
The relative abilities of 2, dimensioned statistics—the root-mean-square error (RMSE) and the mean absolute error (MAE)—to describe average model-performance error are examined. The RMSE is of special interest because it is widely reported in the climatic and environmental literature; nevertheless, it is an inappropriate and misinterpreted measure...
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Full title
Advantages of the mean absolute error (MAE) over the root mean square error (RMSE) in assessing average model performance
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Author / Creator
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Record Identifier
TN_cdi_crossref_primary_10_3354_cr030079
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_crossref_primary_10_3354_cr030079
Other Identifiers
ISSN
0936-577X
E-ISSN
1616-1572
DOI
10.3354/cr030079
