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The MAE is conceptually simpler and also easier to interpret than RMSE: it is simply the average absolute vertical or horizontal distance between each point in a scatter plot and the Y=X line. In other words, MAE is the average absolute difference between X and Y.
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Provided the data are strictly positive, a better measure of relative accuracy can be obtained based on the log of the accuracy ratio: log(F t / A t) This measure is easier to analyze statistically and has valuable symmetry and unbiasedness properties.
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MAE possesses advantages in interpretability over RMSD. MAE is the average of the absolute values of the errors. MAE is fundamentally easier to understand than the square root of the average of squared errors.
The number of shark attacks, including deadly bites, dropped substantially worldwide in 2024, according to a new report.
A popular Thai period drama is under investigation for suspected animal cruelty after a cat was sedated to show it had “died” on the show.. Mae Yua, or The Empress of Ayodhaya, follows Jinda ...