Enum ModelDeploymentMonitoringObjectiveType (3.94.0) 

public enum ModelDeploymentMonitoringObjectiveType extends Enum<ModelDeploymentMonitoringObjectiveType> implements ProtocolMessageEnum

The Model Monitoring Objective types.

Protobuf enum google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringObjectiveType

Implements

ProtocolMessageEnum

Static Fields

Name Description
FEATURE_ATTRIBUTION_DRIFT

Feature attribution scores to detect skew between Prediction datasets collected within different time windows.

FEATURE_ATTRIBUTION_DRIFT = 4;
FEATURE_ATTRIBUTION_DRIFT_VALUE

Feature attribution scores to detect skew between Prediction datasets collected within different time windows.

FEATURE_ATTRIBUTION_DRIFT = 4;
FEATURE_ATTRIBUTION_SKEW

Feature attribution scores to detect skew between Training-Prediction datasets.

FEATURE_ATTRIBUTION_SKEW = 3;
FEATURE_ATTRIBUTION_SKEW_VALUE

Feature attribution scores to detect skew between Training-Prediction datasets.

FEATURE_ATTRIBUTION_SKEW = 3;
MODEL_DEPLOYMENT_MONITORING_OBJECTIVE_TYPE_UNSPECIFIED

Default value, should not be set.

MODEL_DEPLOYMENT_MONITORING_OBJECTIVE_TYPE_UNSPECIFIED = 0;
MODEL_DEPLOYMENT_MONITORING_OBJECTIVE_TYPE_UNSPECIFIED_VALUE

Default value, should not be set.

MODEL_DEPLOYMENT_MONITORING_OBJECTIVE_TYPE_UNSPECIFIED = 0;
RAW_FEATURE_DRIFT

Raw feature values' stats to detect drift between Serving-Prediction datasets.

RAW_FEATURE_DRIFT = 2;
RAW_FEATURE_DRIFT_VALUE

Raw feature values' stats to detect drift between Serving-Prediction datasets.

RAW_FEATURE_DRIFT = 2;
RAW_FEATURE_SKEW

Raw feature values' stats to detect skew between Training-Prediction datasets.

RAW_FEATURE_SKEW = 1;
RAW_FEATURE_SKEW_VALUE

Raw feature values' stats to detect skew between Training-Prediction datasets.

RAW_FEATURE_SKEW = 1;
UNRECOGNIZED

Static Methods

Name Description
forNumber(int value)
getDescriptor()
internalGetValueMap()
valueOf(Descriptors.EnumValueDescriptor desc)
valueOf(int value)

Deprecated. Use #forNumber(int) instead.
valueOf(String name)
values()

Methods

Name Description
getDescriptorForType()
getNumber()
getValueDescriptor()