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ModelMonitoringStatsAnomalies
(
mapping
=
None
,
*
,
ignore_unknown_fields
=
False
,
**
kwargs
)
Statistics and anomalies generated by Model Monitoring.
Attributes
| Name | Description |
| objective | google.cloud.aiplatform_v1beta1.types.ModelDeploymentMonitoringObjectiveType
Model Monitoring Objective those stats and anomalies belonging to. |
| deployed_model_id | str
Deployed Model ID. |
| anomaly_count | int
Number of anomalies within all stats. |
| feature_stats | Sequence[ google.cloud.aiplatform_v1beta1.types.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies
]
A list of historical Stats and Anomalies generated for all Features. |
Inheritance
builtins.object > proto.message.Message > ModelMonitoringStatsAnomaliesClasses
FeatureHistoricStatsAnomalies
FeatureHistoricStatsAnomalies
(
mapping
=
None
,
*
,
ignore_unknown_fields
=
False
,
**
kwargs
)
Historical Stats (and Anomalies) for a specific Feature.
