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Glossary: Calculus for ML

Mean absolute error

Also written: MAE

The average of the absolute (always positive) errors. It cares less about big misses than MSE, but its slope jumps at zero error, so it is awkward to minimize.

Where the book teaches it

Related terms

Mean squared error (MSE)