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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
Name
Description
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.
Classes
PredictionFormat
PredictionFormat
(
value
)
The storage format of the predictions generated BatchPrediction job.
Values: PREDICTION_FORMAT_UNSPECIFIED (0): Should not be set. JSONL (2): Predictions are in JSONL files. BIGQUERY (3): Predictions are in BigQuery.
