Class ExplanationBaseline (1.17.1)

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

Output from BatchPredictionJob for Model Monitoring baseline dataset, which can be used to generate baseline attribution scores.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Attributes

NameDescription
gcs google.cloud.aiplatform_v1.types.GcsDestination
Cloud Storage location for BatchExplain output. This field is a member of `oneof`_ ``destination``.
bigquery google.cloud.aiplatform_v1.types.BigQueryDestination
BigQuery location for BatchExplain output. This field is a member of `oneof`_ ``destination``.
prediction_format google.cloud.aiplatform_v1.types.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat
The storage format of the predictions generated BatchPrediction job.

Inheritance

builtins.object > proto.message.Message > ExplanationBaseline

Classes

PredictionFormat

PredictionFormat(value)

The storage format of the predictions generated BatchPrediction job.