Class: Google::Cloud::AIPlatform::V1::ModelMonitoringStatsAnomalies::FeatureHistoricStatsAnomalies

Inherits:

Object

• Object
• Google::Cloud::AIPlatform::V1::ModelMonitoringStatsAnomalies::FeatureHistoricStatsAnomalies

Extended by:

Protobuf::MessageExts::ClassMethods

Includes:

Protobuf::MessageExts

Defined in:

proto_docs/google/cloud/aiplatform/v1/model_deployment_monitoring_job.rb

Overview

Historical Stats (and Anomalies) for a specific Feature.

Instance Attribute Summary

• #feature_display_name ⇒ ::String

  Display Name of the Feature.

• #prediction_stats ⇒ ::Array<::Google::Cloud::AIPlatform::V1::FeatureStatsAnomaly>

  A list of historical stats generated by different time window's Prediction Dataset.

• #threshold ⇒ ::Google::Cloud::AIPlatform::V1::ThresholdConfig

  Threshold for anomaly detection.

• #training_stats ⇒ ::Google::Cloud::AIPlatform::V1::FeatureStatsAnomaly

  Stats calculated for the Training Dataset.

Instance Attribute Details

#feature_display_name ⇒ ::String

Returns Display Name of the Feature.

Returns:

• (::String) —

  Display Name of the Feature.

# File 'proto_docs/google/cloud/aiplatform/v1/model_deployment_monitoring_job.rb', line 303

class FeatureHistoricStatsAnomalies
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#prediction_stats ⇒ ::Array<::Google::Cloud::AIPlatform::V1::FeatureStatsAnomaly>

Returns 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.

# File 'proto_docs/google/cloud/aiplatform/v1/model_deployment_monitoring_job.rb', line 303

class FeatureHistoricStatsAnomalies
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#threshold ⇒ ::Google::Cloud::AIPlatform::V1::ThresholdConfig

Returns Threshold for anomaly detection.

Returns:

• (::Google::Cloud::AIPlatform::V1::ThresholdConfig) —

  Threshold for anomaly detection.

# File 'proto_docs/google/cloud/aiplatform/v1/model_deployment_monitoring_job.rb', line 303

class FeatureHistoricStatsAnomalies
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#training_stats ⇒ ::Google::Cloud::AIPlatform::V1::FeatureStatsAnomaly

Returns Stats calculated for the Training Dataset.

Returns:

• (::Google::Cloud::AIPlatform::V1::FeatureStatsAnomaly) —

  Stats calculated for the Training Dataset.

# File 'proto_docs/google/cloud/aiplatform/v1/model_deployment_monitoring_job.rb', line 303

class FeatureHistoricStatsAnomalies
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end