Google Cloud Ai Platform V1 Client - Class ExplanationBaseline (1.4.0)

Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class ExplanationBaseline.

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

Generated from protobuf message google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

Namespace

Google \ Cloud \ AIPlatform \ V1 \ ModelMonitoringObjectiveConfig \ ExplanationConfig

Methods

__construct

Constructor.

Parameters
Name Description
data array

Optional. Data for populating the Message object.
↳ gcs Google\Cloud\AIPlatform\V1\GcsDestination

Cloud Storage location for BatchExplain output.
↳ bigquery Google\Cloud\AIPlatform\V1\BigQueryDestination

BigQuery location for BatchExplain output.
↳ prediction_format int

The storage format of the predictions generated BatchPrediction job.

getGcs

Cloud Storage location for BatchExplain output.

Returns
Type Description
Google\Cloud\AIPlatform\V1\GcsDestination|null

hasGcs

setGcs

Cloud Storage location for BatchExplain output.

Parameter
Name Description
var Google\Cloud\AIPlatform\V1\GcsDestination
Returns
Type Description
$this

getBigquery

BigQuery location for BatchExplain output.

Returns
Type Description
Google\Cloud\AIPlatform\V1\BigQueryDestination|null

hasBigquery

setBigquery

BigQuery location for BatchExplain output.

Parameter
Name Description
var Google\Cloud\AIPlatform\V1\BigQueryDestination
Returns
Type Description
$this

getPredictionFormat

The storage format of the predictions generated BatchPrediction job.

Returns
Type Description
int

setPredictionFormat

The storage format of the predictions generated BatchPrediction job.

Parameter
Name Description
var int
Returns
Type Description
$this

getDestination

Returns
Type Description
string