gemseo_calibration / measures

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mae module

Compute the mean absolute error between the model and reference output data.

class gemseo_calibration.measures.mae.MAE(output_name, name='', f_type=FunctionType.NONE)

Bases: MeanMeasure

The mean absolute error between the model and reference output data.

Initialize self. See help(type(self)) for accurate signature.

Parameters:

• output_name (str) – The name of the output to be taken into account by the measure.

• name (str) –

  The name of the function.

  By default it is set to “”.

• f_type (MDOFunction.FunctionType) –

  The type of the function.

  By default it is set to “”.

force_real: bool

Whether to cast the results to real value.

has_default_name: bool

Whether the name has been set with a default value.

last_eval: OutputType | None

The value of the function output at the last evaluation.

None if it has not yet been evaluated.

output_name: str

The name of the output used by the measure for calibration.

special_repr: str

The string representation of the function overloading its default string ones.