probly.transformation.ensemble

probly.transformation.ensemble(base, num_members, reset_params=True)[source]

Create an ensemble predictor from a base predictor based on [LPB17b].

Parameters:
  • base (T) – Predictor, The base model to be used for the ensemble.

  • num_members (int) – The number of members in the ensemble.

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

Returns:

Predictor, The ensemble predictor.

Return type:

T