metric

superduper.components.metric

Source code

Metric

Metric(self,
     identifier: str,
     db: dataclasses.InitVar[typing.Optional[ForwardRef('Datalayer')]] = None,
     uuid: str = None,
     *,
     artifacts: 'dc.InitVar[t.Optional[t.Dict]]' = None,
     object: Callable) -> None

Parameter	Description
identifier	Identifier of the leaf.
db	Datalayer instance.
uuid	UUID of the leaf.
artifacts	A dictionary of artifacts paths and DataType objects
object	Callable or an Artifact to be applied to the data.

Metric base object used to evaluate performance on a dataset.

These objects are callable and are applied row-wise to the data, and averaged.