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Avg

AverageEnsemble

Bases: EnsembleBase

Ensemble method that averages the annotations.

Source code in src/ensemble/avg.py 
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class AverageEnsemble(EnsembleBase):
    """
    Ensemble method that averages the annotations.
    """
    def run(self, annotations: List[Annotation]) -> Tuple[Union[List | np.array], int]:
        annotated = np.array([x.distribution for x in annotations if not x.unannotated])
        if annotated:
            mean = np.mean(annotated, axis=0)
            return mean, 0

        return annotations[0], 1