init_validate_scorers#
- init_validate_scorers(scorers: Mapping[str, Union[str, Callable]], model: BasicModel, dataset: Dataset, class_avg: bool = True, model_type=None) List[DeepcheckScorer][source]#
Initialize scorers and return all of them as deepchecks scorers.
- Parameters
- scorersMapping[str, Union[str, Callable]]
dict of scorers names to scorer sklearn_name/function
- modelBasicModel
used to validate the scorers, and calculate mode_type if None.
- datasetDataset
used to validate the scorers, and calculate mode_type if None.
- class_avgbool , default True
for classification whether to return scorers of average score or per class
- model_typeModelType , default None
model type to return scorers for