Class Evaluation (2.34.0)

Evaluation(mapping=None, *, ignore_unknown_fields=False, **kwargs)

An evaluation of a ProcessorVersion's performance.

Attributes
Name	Description
`name`	`str` The resource name of the evaluation. Format: `projects/{project}/locations/{location}/processors/{processor}/processorVersions/{processor_version}/evaluations/{evaluation}`
`create_time`	`google.protobuf.timestamp_pb2.Timestamp` The time that the evaluation was created.
`document_counters`	`google.cloud.documentai_v1.types.Evaluation.Counters` Counters for the documents used in the evaluation.
`all_entities_metrics`	`google.cloud.documentai_v1.types.Evaluation.MultiConfidenceMetrics` Metrics for all the entities in aggregate.
`entity_metrics`	`MutableMapping[str, google.cloud.documentai_v1.types.Evaluation.MultiConfidenceMetrics]` Metrics across confidence levels, for different entities.
`kms_key_name`	`str` The KMS key name used for encryption.
`kms_key_version_name`	`str` The KMS key version with which data is encrypted.

Classes

ConfidenceLevelMetrics(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Evaluations metrics, at a specific confidence level.

Counters(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Evaluation counters for the documents that were used.

EntityMetricsEntry(mapping=None, *, ignore_unknown_fields=False, **kwargs)

The abstract base class for a message.

Parameters
Name	Description
`kwargs`	`dict` Keys and values corresponding to the fields of the message.
`mapping`	`Union[dict, .Message]` A dictionary or message to be used to determine the values for this message.
`ignore_unknown_fields`	`Optional(bool)` If True, do not raise errors for unknown fields. Only applied if `mapping` is a mapping type or there are keyword parameters.

Metrics(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Evaluation metrics, either in aggregate or about a specific entity.

MultiConfidenceMetrics(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Metrics across multiple confidence levels.