Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::ExplanationConfig::ExplanationBaseline (v0.15.0)

Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::ExplanationConfig::ExplanationBaseline.

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

Inherits

Object

Extended By

Google::Protobuf::MessageExts::ClassMethods

Includes

Google::Protobuf::MessageExts

Methods

#bigquery

def bigquery() -> ::Google::Cloud::AIPlatform::V1::BigQueryDestination

Returns

(::Google::Cloud::AIPlatform::V1::BigQueryDestination) — BigQuery location for BatchExplain output.

#bigquery=

def bigquery=(value) -> ::Google::Cloud::AIPlatform::V1::BigQueryDestination

Parameter

value (::Google::Cloud::AIPlatform::V1::BigQueryDestination) — BigQuery location for BatchExplain output.

Returns

(::Google::Cloud::AIPlatform::V1::BigQueryDestination) — BigQuery location for BatchExplain output.

#gcs

def gcs() -> ::Google::Cloud::AIPlatform::V1::GcsDestination

Returns

(::Google::Cloud::AIPlatform::V1::GcsDestination) — Cloud Storage location for BatchExplain output.

#gcs=

def gcs=(value) -> ::Google::Cloud::AIPlatform::V1::GcsDestination

Parameter

value (::Google::Cloud::AIPlatform::V1::GcsDestination) — Cloud Storage location for BatchExplain output.

Returns

(::Google::Cloud::AIPlatform::V1::GcsDestination) — Cloud Storage location for BatchExplain output.

#prediction_format

def prediction_format() -> ::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::ExplanationConfig::ExplanationBaseline::PredictionFormat

Returns

(::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::ExplanationConfig::ExplanationBaseline::PredictionFormat) — The storage format of the predictions generated BatchPrediction job.

#prediction_format=

def prediction_format=(value) -> ::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::ExplanationConfig::ExplanationBaseline::PredictionFormat

Parameter

value (::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::ExplanationConfig::ExplanationBaseline::PredictionFormat) — The storage format of the predictions generated BatchPrediction job.

Returns

(::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::ExplanationConfig::ExplanationBaseline::PredictionFormat) — The storage format of the predictions generated BatchPrediction job.