AverageEstimators

class sdm.processing.output.AverageEstimators(*, trim_fraction: float = 0.0)

Bases: EnsembleProcessor

Reduce the leading ensemble dimension of model outputs.

Inputs must be a numerical output table with shape [E, ...], where E is the non-empty leading ensemble dimension.

Parameters:

trim_fraction (float) – Fraction of estimators discarded from each tail after sorting each output coordinate, in [0, 0.5). This can make the aggregation less sensitive to outlying estimator predictions.

Capabilities

Handled Semantic Types	numerical
Requires Fitting	❌