Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::ModelMonitoringStatsAnomalies (v0.22.0)

Version 0.22.0

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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.