probly.method.credal_wrapper¶

probly.method.credal_wrapper(base: Predictor[In, Out], num_members: int, reset_params: bool = True) → CredalWrapperPredictor[In, Out][source]¶

Create a credal wrapper predictor from a base predictor based on [WCS+24].

Parameters:

base – Predictor, The base model to be used for the credal wrapper ensemble.
num_members – The number of members in the credal wrapper ensemble.
reset_params – Whether to reset the parameters of each member.

Returns:

Predictor, The credal wrapper ensemble predictor.