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 | |
|---|---|
| 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.
Generated from protobuf field .google.cloud.aiplatform.v1.GcsDestination gcs = 2;
| Returns | |
|---|---|
| Type | Description |
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 | |
|---|---|
| Name | Description |
var |
Google\Cloud\AIPlatform\V1\GcsDestination
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getBigquery
BigQuery location for BatchExplain output.
Generated from protobuf field .google.cloud.aiplatform.v1.BigQueryDestination bigquery = 3;
| Returns | |
|---|---|
| Type | Description |
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 | |
|---|---|
| Name | Description |
var |
Google\Cloud\AIPlatform\V1\BigQueryDestination
|
| Returns | |
|---|---|
| Type | Description |
$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 | |
|---|---|
| Type | Description |
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 | |
|---|---|
| Name | Description |
var |
int
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getDestination
| Returns | |
|---|---|
| Type | Description |
string | |