Vertex AI V1 API - Module Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringObjectiveType (v0.22.0)

Reference documentation and code samples for the Vertex AI V1 API module Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringObjectiveType.

The Model Monitoring Objective types.

Constants

MODEL_DEPLOYMENT_MONITORING_OBJECTIVE_TYPE_UNSPECIFIED

value: 0
Default value, should not be set.

RAW_FEATURE_SKEW

value: 1
Raw feature values' stats to detect skew between Training-Prediction datasets.

RAW_FEATURE_DRIFT

value: 2
Raw feature values' stats to detect drift between Serving-Prediction datasets.

FEATURE_ATTRIBUTION_SKEW

value: 3
Feature attribution scores to detect skew between Training-Prediction datasets.

FEATURE_ATTRIBUTION_DRIFT

value: 4
Feature attribution scores to detect skew between Prediction datasets collected within different time windows.