Context.get_single_scorer#
- Context.get_single_scorer(scorer: Optional[Mapping[str, Union[str, Callable]]] = None, use_avg_defaults=True) DeepcheckScorer[source]#
Return initialized & validated scorer if provided or a default scorer otherwise.
- Parameters
- scorerUnion[List[str], Dict[str, Union[str, Callable]]], default: None
List of scorers to use. If None, use default scorers. Scorers can be supplied as a list of scorer names or as a dictionary of names and functions.
- use_avg_defaultsbool, default True
If no scorers were provided, for classification, determines whether to use default scorers that return an averaged metric, or default scorers that return a metric per class.
- Returns
- ——-
- List[DeepcheckScorer]
An initialized & validated scorer.