deephyper.ensemble.aggregator

deephyper.ensemble.aggregator#

Subpackage with aggregation functions for the predictions of set of predicting models.

Classes

Aggregator

Base class that represents an aggregation function of a set of predictors.

MeanAggregator

Aggregate predictions using the mean.

MixedCategoricalAggregator

Aggregate a set of categorical distributions, supporting uncertainty estimation.

MixedNormalAggregator

Aggregate a collection of predictions, each representing a normal distribution.

ModeAggregator

Aggregate predictions using the mode of categorical distributions from predictors.