Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::ModelMonitoringStatsAnomalies (v0.5.0)

Version 0.5.0

• 0.61.0 (latest)
• 0.60.0
• 0.59.0
• 0.58.0
• 0.57.0
• 0.56.0
• 0.55.0
• 0.54.0
• 0.53.0
• 0.52.0
• 0.51.0
• 0.50.0
• 0.49.0
• 0.48.0
• 0.47.0
• 0.46.0
• 0.45.0
• 0.44.0
• 0.43.0
• 0.42.0
• 0.41.0
• 0.40.0
• 0.39.0
• 0.38.0
• 0.37.0
• 0.36.0
• 0.35.0
• 0.34.0
• 0.33.0
• 0.32.0
• 0.31.0
• 0.30.0
• 0.29.0
• 0.28.0
• 0.27.0
• 0.26.0
• 0.25.0
• 0.24.0
• 0.23.0
• 0.22.0
• 0.21.0
• 0.20.0
• 0.19.0
• 0.18.0
• 0.17.0
• 0.16.0
• 0.15.0
• 0.14.0
• 0.13.0
• 0.12.0
• 0.11.0
• 0.10.0
• 0.9.1
• 0.8.0
• 0.7.0
• 0.6.0
• 0.5.0
• 0.4.0
• 0.3.0
• 0.2.0
• 0.1.0

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.