probly.method.ensemble

probly.method.ensemble(base: Predictor[In, Out], num_members: int, reset_params: bool = True) → EnsemblePredictor[In, Out]

Create an ensemble predictor from a base predictor based on [LPB17a].

Parameters:

• base – Predictor, The base model to be used for the ensemble.

• num_members – The number of members in the ensemble.

• reset_params – Whether to reset the parameters of each member.

Returns:

Predictor, The ensemble predictor.