Class ModelMonitoringStatsAnomalies (1.5.0)

Version 1.5.0

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ModelMonitoringStatsAnomalies(
    mapping=None, *, ignore_unknown_fields=False, **kwargs
)

Statistics and anomalies generated by Model Monitoring. .. attribute:: objective

Model Monitoring Objective those stats and anomalies belonging to.

:type: google.cloud.aiplatform_v1.types.ModelDeploymentMonitoringObjectiveType

Attributes

Name	Description
deployed_model_id	str Deployed Model ID.
anomaly_count	int Number of anomalies within all stats.
feature_stats	Sequence[google.cloud.aiplatform_v1.types.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies] A list of historical Stats and Anomalies generated for all Features.

Inheritance

builtins.object > proto.message.Message > ModelMonitoringStatsAnomalies

Classes

FeatureHistoricStatsAnomalies

FeatureHistoricStatsAnomalies(
    mapping=None, *, ignore_unknown_fields=False, **kwargs
)

Historical Stats (and Anomalies) for a specific Feature. .. attribute:: feature_display_name

Display Name of the Feature.

:type: str