MAE (Mean Absolute Error) — Glossary

MAE (Mean Absolute Error)

Metric

mae

Definition

Average absolute difference between predictions and observations, in target units. More robust to outliers than RMSE.

Examples

MAE = 85 kg/ha.

Related terms

RMSE (Root Mean Squared Error) MSE (Mean Squared Error)

All terms