The mean absolute error (MAE) function is given by
As the name suggests, the mean absolute error is a weighted average of the absolute errors ei = fi − yi, where fi is the prediction and yi the true value. Note that it can also include the relative frequencies as weight factors.
In statistics also used as a synonym for average absolute deviation.
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