Google Cloud Ai Platform V1 Client - Class ModelDeploymentMonitoringObjectiveType (0.27.0)

Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class ModelDeploymentMonitoringObjectiveType.

The Model Monitoring Objective types.

Protobuf type google.cloud.aiplatform.v1.ModelDeploymentMonitoringObjectiveType

Default value, should not be set.

Generated from protobuf enum MODEL_DEPLOYMENT_MONITORING_OBJECTIVE_TYPE_UNSPECIFIED = 0;

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

Generated from protobuf enum RAW_FEATURE_SKEW = 1;

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

Generated from protobuf enum RAW_FEATURE_DRIFT = 2;

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

Generated from protobuf enum FEATURE_ATTRIBUTION_SKEW = 3;

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

Generated from protobuf enum FEATURE_ATTRIBUTION_DRIFT = 4;