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Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::ModelMonitoringStatsAnomalies::FeatureHistoricStatsAnomalies.
Historical Stats (and Anomalies) for a specific Feature.
Inherits
- Object
Extended By
- Google::Protobuf::MessageExts::ClassMethods
Includes
- Google::Protobuf::MessageExts
Methods
#feature_display_name
def feature_display_name() -> ::String
Returns
- (::String) — Display Name of the Feature.
#feature_display_name=
def feature_display_name=(value) -> ::String
Parameter
- value (::String) — Display Name of the Feature.
Returns
- (::String) — Display Name of the Feature.
#prediction_stats
def prediction_stats() -> ::Array<::Google::Cloud::AIPlatform::V1::FeatureStatsAnomaly>
Returns
- (::Array<::Google::Cloud::AIPlatform::V1::FeatureStatsAnomaly>) — A list of historical stats generated by different time window's Prediction Dataset.
#prediction_stats=
def prediction_stats=(value) -> ::Array<::Google::Cloud::AIPlatform::V1::FeatureStatsAnomaly>
Parameter
- value (::Array<::Google::Cloud::AIPlatform::V1::FeatureStatsAnomaly>) — A list of historical stats generated by different time window's Prediction Dataset.
Returns
- (::Array<::Google::Cloud::AIPlatform::V1::FeatureStatsAnomaly>) — A list of historical stats generated by different time window's Prediction Dataset.
#threshold
def threshold() -> ::Google::Cloud::AIPlatform::V1::ThresholdConfig
Returns
- (::Google::Cloud::AIPlatform::V1::ThresholdConfig) — Threshold for anomaly detection.
#threshold=
def threshold=(value) -> ::Google::Cloud::AIPlatform::V1::ThresholdConfig
Parameter
- value (::Google::Cloud::AIPlatform::V1::ThresholdConfig) — Threshold for anomaly detection.
Returns
- (::Google::Cloud::AIPlatform::V1::ThresholdConfig) — Threshold for anomaly detection.
#training_stats
def training_stats() -> ::Google::Cloud::AIPlatform::V1::FeatureStatsAnomaly
Returns
- (::Google::Cloud::AIPlatform::V1::FeatureStatsAnomaly) — Stats calculated for the Training Dataset.
#training_stats=
def training_stats=(value) -> ::Google::Cloud::AIPlatform::V1::FeatureStatsAnomaly
Parameter
- value (::Google::Cloud::AIPlatform::V1::FeatureStatsAnomaly) — Stats calculated for the Training Dataset.
Returns
- (::Google::Cloud::AIPlatform::V1::FeatureStatsAnomaly) — Stats calculated for the Training Dataset.