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ExplainResponse(mapping=None, *, ignore_unknown_fields=False, **kwargs)
Response message for PredictionService.Explain.
Attributes |
|
---|---|
Name | Description |
explanations |
MutableSequence[google.cloud.aiplatform_v1beta1.types.Explanation]
The explanations of the Model's PredictResponse.predictions. It has the same number of elements as instances to be explained. |
concurrent_explanations |
MutableMapping[str, google.cloud.aiplatform_v1beta1.types.ExplainResponse.ConcurrentExplanation]
This field stores the results of the explanations run in parallel with The default explanation strategy/method. |
deployed_model_id |
str
ID of the Endpoint's DeployedModel that served this explanation. |
predictions |
MutableSequence[google.protobuf.struct_pb2.Value]
The predictions that are the output of the predictions call. Same as PredictResponse.predictions. |
Classes
ConcurrentExplanation
ConcurrentExplanation(mapping=None, *, ignore_unknown_fields=False, **kwargs)
This message is a wrapper grouping Concurrent Explanations.
ConcurrentExplanationsEntry
ConcurrentExplanationsEntry(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,
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 |
Methods
ExplainResponse
ExplainResponse(mapping=None, *, ignore_unknown_fields=False, **kwargs)
Response message for PredictionService.Explain.