objective property

String? objective
getter/setter pair

Model Monitoring Objective those stats and anomalies belonging to. Possible string values are:

  • "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.

Implementation

core.String? objective;