Root mean square error (RMSE) or mean absolute error (MAE)? – Arguments against avoiding RMSE in the literature
Work
Year: 2014
Type: article
Abstract: . Both the root mean square error (RMSE) and the mean absolute error (MAE) are regularly employed in model evaluation studies. Willmott and Matsuura (2005) have suggested that the RMSE is not a good i... more
Source: Geoscientific model development
Authors Tianfeng Chai, Roland R. Draxler
Institutions Cooperative Institute for Climate and Satellites, University of Maryland, College Park, NOAA Air Resources Laboratory
Cites: 12
Cited by: 4,551
Related to: 10
FWCI: 102.7
Citation percentile (by year/subfield): 99.98
Subfield: Statistics and Probability
Field: Mathematics
Domain: Physical Sciences
Open Access status: gold
APC paid (est): $1,725