Class: Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::TrainingPredictionSkewDetectionConfig

Inherits:
Object
  • Object
show all
Extended by:
Protobuf::MessageExts::ClassMethods
Includes:
Protobuf::MessageExts
Defined in:
proto_docs/google/cloud/aiplatform/v1/model_monitoring.rb

Overview

The config for Training & Prediction data skew detection. It specifies the training dataset sources and the skew detection parameters.

Defined Under Namespace

Classes: AttributionScoreSkewThresholdsEntry, SkewThresholdsEntry

Instance Attribute Summary collapse

Instance Attribute Details

#attribution_score_skew_thresholds ⇒ ::Google::Protobuf::Map{::String => ::Google::Cloud::AIPlatform::V1::ThresholdConfig} 



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# File 'proto_docs/google/cloud/aiplatform/v1/model_monitoring.rb', line 100

class TrainingPredictionSkewDetectionConfig
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # @!attribute [rw] key
  #   @return [::String]
  # @!attribute [rw] value
  #   @return [::Google::Cloud::AIPlatform::V1::ThresholdConfig]
  class SkewThresholdsEntry
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # @!attribute [rw] key
  #   @return [::String]
  # @!attribute [rw] value
  #   @return [::Google::Cloud::AIPlatform::V1::ThresholdConfig]
  class AttributionScoreSkewThresholdsEntry
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

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



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# File 'proto_docs/google/cloud/aiplatform/v1/model_monitoring.rb', line 100

class TrainingPredictionSkewDetectionConfig
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # @!attribute [rw] key
  #   @return [::String]
  # @!attribute [rw] value
  #   @return [::Google::Cloud::AIPlatform::V1::ThresholdConfig]
  class SkewThresholdsEntry
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # @!attribute [rw] key
  #   @return [::String]
  # @!attribute [rw] value
  #   @return [::Google::Cloud::AIPlatform::V1::ThresholdConfig]
  class AttributionScoreSkewThresholdsEntry
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#skew_thresholds ⇒ ::Google::Protobuf::Map{::String => ::Google::Cloud::AIPlatform::V1::ThresholdConfig} 



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# File 'proto_docs/google/cloud/aiplatform/v1/model_monitoring.rb', line 100

class TrainingPredictionSkewDetectionConfig
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # @!attribute [rw] key
  #   @return [::String]
  # @!attribute [rw] value
  #   @return [::Google::Cloud::AIPlatform::V1::ThresholdConfig]
  class SkewThresholdsEntry
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # @!attribute [rw] key
  #   @return [::String]
  # @!attribute [rw] value
  #   @return [::Google::Cloud::AIPlatform::V1::ThresholdConfig]
  class AttributionScoreSkewThresholdsEntry
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end