Geoscientific model development· 2022Q1
Root-mean-square error (RMSE) or mean absolute error (MAE): when to use them or not
- 1,795citations
- Q1SCImago
- 2022year
Short summary
Neither RMSE nor MAE is universally superior; RMSE is optimal for Gaussian errors, while MAE is optimal for Laplacian errors, with other metrics preferred for different error distributions.
AI-generated from the title and abstract; the full text is not read.
TakeawaysIn the app
Key pointsIn the app
Ask the paperIn the app
The rest is in the Pofolia app
Takeaways, key points and questions to the paper; new summaries every day for your field. Free.
Sign in on the web to openField: Statistics and Probability
Statistics and ProbabilityMathematics