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ModelDeploymentMonitoringObjectiveType(value)The Model Monitoring Objective types.
Enums |
|
|---|---|
| Name | Description |
MODEL_DEPLOYMENT_MONITORING_OBJECTIVE_TYPE_UNSPECIFIED |
Default value, should not be set. |
RAW_FEATURE_SKEW |
Raw feature values' stats to detect skew between Training-Prediction datasets. |
RAW_FEATURE_DRIFT |
Raw feature values' stats to detect drift between Serving-Prediction datasets. |
FEATURE_ATTRIBUTION_SKEW |
Feature attribution scores to detect skew between Training-Prediction datasets. |
FEATURE_ATTRIBUTION_DRIFT |
Feature attribution scores to detect skew between Prediction datasets collected within different time windows. |
Methods
ModelDeploymentMonitoringObjectiveType
ModelDeploymentMonitoringObjectiveType(value)The Model Monitoring Objective types.