MAE

Created
Created
2025 Mar 24 15:22
Editor
Creator
Creator
Seonglae ChoSeonglae Cho
Edited
Edited
2025 Mar 24 15:30

Mean absolute error

If we assume the error follows a normal distribution, the log likelihood is . Maximizing this leads to the derivation of MAE.
Analogous to assuming Laplace-distributed errors and Less sensitive to outliers.
 
 
 
 
 
 
 
 

Recommendations