Google Cloud Ai Platform V1 Client - Class ExplanationBaseline (0.10.0)

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

Methods

__construct

Constructor.

Parameters
NameDescription
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.

Generated from protobuf field .google.cloud.aiplatform.v1.GcsDestination gcs = 2;

Returns
TypeDescription
Google\Cloud\AIPlatform\V1\GcsDestination|null

hasGcs

setGcs

Cloud Storage location for BatchExplain output.

Generated from protobuf field .google.cloud.aiplatform.v1.GcsDestination gcs = 2;

Parameter
NameDescription
var Google\Cloud\AIPlatform\V1\GcsDestination
Returns
TypeDescription
$this

getBigquery

BigQuery location for BatchExplain output.

Generated from protobuf field .google.cloud.aiplatform.v1.BigQueryDestination bigquery = 3;

Returns
TypeDescription
Google\Cloud\AIPlatform\V1\BigQueryDestination|null

hasBigquery

setBigquery

BigQuery location for BatchExplain output.

Generated from protobuf field .google.cloud.aiplatform.v1.BigQueryDestination bigquery = 3;

Parameter
NameDescription
var Google\Cloud\AIPlatform\V1\BigQueryDestination
Returns
TypeDescription
$this

getPredictionFormat

The storage format of the predictions generated BatchPrediction job.

Generated from protobuf field .google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat prediction_format = 1;

Returns
TypeDescription
int

setPredictionFormat

The storage format of the predictions generated BatchPrediction job.

Generated from protobuf field .google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat prediction_format = 1;

Parameter
NameDescription
var int
Returns
TypeDescription
$this

getDestination

Returns
TypeDescription
string