Interface ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder (3.44.0)

Version 3.44.0

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public static interface ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder extends MessageOrBuilder

Implements

MessageOrBuilder

Methods

getFeatureAttributionSpec()

public abstract ModelMonitoringObjectiveSpec.FeatureAttributionSpec getFeatureAttributionSpec()

Feature attribution monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.FeatureAttributionSpec feature_attribution_spec = 12;

Returns
Type	Description
ModelMonitoringObjectiveSpec.FeatureAttributionSpec	The featureAttributionSpec.

getFeatureAttributionSpecOrBuilder()

public abstract ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder getFeatureAttributionSpecOrBuilder()

Feature attribution monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.FeatureAttributionSpec feature_attribution_spec = 12;

Returns
Type	Description
ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder

getFeatureDriftSpec()

public abstract ModelMonitoringObjectiveSpec.DataDriftSpec getFeatureDriftSpec()

Input feature distribution drift monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec feature_drift_spec = 10;

Returns
Type	Description
ModelMonitoringObjectiveSpec.DataDriftSpec	The featureDriftSpec.

getFeatureDriftSpecOrBuilder()

public abstract ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder getFeatureDriftSpecOrBuilder()

Input feature distribution drift monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec feature_drift_spec = 10;

Returns
Type	Description
ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

getPredictionOutputDriftSpec()

public abstract ModelMonitoringObjectiveSpec.DataDriftSpec getPredictionOutputDriftSpec()

Prediction output distribution drift monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec prediction_output_drift_spec = 11;

Returns
Type	Description
ModelMonitoringObjectiveSpec.DataDriftSpec	The predictionOutputDriftSpec.

getPredictionOutputDriftSpecOrBuilder()

public abstract ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder getPredictionOutputDriftSpecOrBuilder()

Prediction output distribution drift monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec prediction_output_drift_spec = 11;

Returns
Type	Description
ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

hasFeatureAttributionSpec()

public abstract boolean hasFeatureAttributionSpec()

Feature attribution monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.FeatureAttributionSpec feature_attribution_spec = 12;

Returns
Type	Description
boolean	Whether the featureAttributionSpec field is set.

hasFeatureDriftSpec()

public abstract boolean hasFeatureDriftSpec()

Input feature distribution drift monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec feature_drift_spec = 10;

Returns
Type	Description
boolean	Whether the featureDriftSpec field is set.

hasPredictionOutputDriftSpec()

public abstract boolean hasPredictionOutputDriftSpec()

Prediction output distribution drift monitoring spec.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec prediction_output_drift_spec = 11;

Returns
Type	Description
boolean	Whether the predictionOutputDriftSpec field is set.