Interface ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder (3.44.0)

Version 3.44.0

• 3.52.0 (latest)
• 3.50.0
• 3.49.0
• 3.48.0
• 3.47.0
• 3.46.0
• 3.45.0
• 3.44.0
• 3.43.0
• 3.42.0
• 3.41.0
• 3.40.0
• 3.38.0
• 3.37.0
• 3.36.0
• 3.35.0
• 3.34.0
• 3.33.0
• 3.32.0
• 3.31.0
• 3.30.0
• 3.29.0
• 3.28.0
• 3.25.0
• 3.24.0
• 3.23.0
• 3.22.0
• 3.21.0
• 3.20.0
• 3.19.0
• 3.18.0
• 3.17.0
• 3.16.0
• 3.15.0
• 3.14.0
• 3.13.0
• 3.12.0
• 3.11.0
• 3.10.0
• 3.9.0
• 3.8.0
• 3.7.0
• 3.6.0
• 3.5.0
• 3.4.2
• 3.3.0
• 3.2.0
• 3.0.0
• 2.9.8
• 2.8.9
• 2.7.4
• 2.5.3
• 2.4.0

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.