Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::ModelMonitoringStatsAnomalies.
Statistics and anomalies generated by Model Monitoring.
Inherits
- Object
Extended By
- Google::Protobuf::MessageExts::ClassMethods
Includes
- Google::Protobuf::MessageExts
Methods
#anomaly_count
def anomaly_count() -> ::Integer
Returns
- (::Integer) — Number of anomalies within all stats.
#anomaly_count=
def anomaly_count=(value) -> ::Integer
Parameter
- value (::Integer) — Number of anomalies within all stats.
Returns
- (::Integer) — Number of anomalies within all stats.
#deployed_model_id
def deployed_model_id() -> ::String
Returns
- (::String) — Deployed Model ID.
#deployed_model_id=
def deployed_model_id=(value) -> ::String
Parameter
- value (::String) — Deployed Model ID.
Returns
- (::String) — Deployed Model ID.
#feature_stats
def feature_stats() -> ::Array<::Google::Cloud::AIPlatform::V1::ModelMonitoringStatsAnomalies::FeatureHistoricStatsAnomalies>
Returns
- (::Array<::Google::Cloud::AIPlatform::V1::ModelMonitoringStatsAnomalies::FeatureHistoricStatsAnomalies>) — A list of historical Stats and Anomalies generated for all Features.
#feature_stats=
def feature_stats=(value) -> ::Array<::Google::Cloud::AIPlatform::V1::ModelMonitoringStatsAnomalies::FeatureHistoricStatsAnomalies>
Parameter
- value (::Array<::Google::Cloud::AIPlatform::V1::ModelMonitoringStatsAnomalies::FeatureHistoricStatsAnomalies>) — A list of historical Stats and Anomalies generated for all Features.
Returns
- (::Array<::Google::Cloud::AIPlatform::V1::ModelMonitoringStatsAnomalies::FeatureHistoricStatsAnomalies>) — A list of historical Stats and Anomalies generated for all Features.
#objective
def objective() -> ::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringObjectiveType
Returns
- (::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringObjectiveType) — Model Monitoring Objective those stats and anomalies belonging to.
#objective=
def objective=(value) -> ::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringObjectiveType
Parameter
- value (::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringObjectiveType) — Model Monitoring Objective those stats and anomalies belonging to.
Returns
- (::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringObjectiveType) — Model Monitoring Objective those stats and anomalies belonging to.