public sealed class ExplanationBaseline : IMessage<ModelMonitoringObjectiveConfig.Types.ExplanationConfig.Types.ExplanationBaseline>, IEquatable<ModelMonitoringObjectiveConfig.Types.ExplanationConfig.Types.ExplanationBaseline>, IDeepCloneable<ModelMonitoringObjectiveConfig.Types.ExplanationConfig.Types.ExplanationBaseline>, IBufferMessage, IMessage
Output from [BatchPredictionJob][google.cloud.aiplatform.v1.BatchPredictionJob] for Model Monitoring baseline dataset, which can be used to generate baseline attribution scores.
Inheritance
Object > ModelMonitoringObjectiveConfig.Types.ExplanationConfig.Types.ExplanationBaselineImplements
IMessage<ModelMonitoringObjectiveConfig.Types.ExplanationConfig.Types.ExplanationBaseline>, IEquatable<ModelMonitoringObjectiveConfig.Types.ExplanationConfig.Types.ExplanationBaseline>, IDeepCloneable<ModelMonitoringObjectiveConfig.Types.ExplanationConfig.Types.ExplanationBaseline>, IBufferMessage, IMessageNamespace
Google.Cloud.AIPlatform.V1Assembly
Google.Cloud.AIPlatform.V1.dll
Constructors
ExplanationBaseline()
public ExplanationBaseline()
ExplanationBaseline(ModelMonitoringObjectiveConfig.Types.ExplanationConfig.Types.ExplanationBaseline)
public ExplanationBaseline(ModelMonitoringObjectiveConfig.Types.ExplanationConfig.Types.ExplanationBaseline other)
Parameter | |
---|---|
Name | Description |
other | ModelMonitoringObjectiveConfig.Types.ExplanationConfig.Types.ExplanationBaseline |
Properties
Bigquery
public BigQueryDestination Bigquery { get; set; }
BigQuery location for BatchExplain output.
Property Value | |
---|---|
Type | Description |
BigQueryDestination |
DestinationCase
public ModelMonitoringObjectiveConfig.Types.ExplanationConfig.Types.ExplanationBaseline.DestinationOneofCase DestinationCase { get; }
Property Value | |
---|---|
Type | Description |
ModelMonitoringObjectiveConfig.Types.ExplanationConfig.Types.ExplanationBaseline.DestinationOneofCase |
Gcs
public GcsDestination Gcs { get; set; }
Cloud Storage location for BatchExplain output.
Property Value | |
---|---|
Type | Description |
GcsDestination |
PredictionFormat
public ModelMonitoringObjectiveConfig.Types.ExplanationConfig.Types.ExplanationBaseline.Types.PredictionFormat PredictionFormat { get; set; }
The storage format of the predictions generated BatchPrediction job.
Property Value | |
---|---|
Type | Description |
ModelMonitoringObjectiveConfig.Types.ExplanationConfig.Types.ExplanationBaseline.Types.PredictionFormat |