Class: Aws::CleanRoomsML::Types::SyntheticDataEvaluationScores

Inherits:

Struct

• Object
• Struct
• Aws::CleanRoomsML::Types::SyntheticDataEvaluationScores

Defined in:

gems/aws-sdk-cleanroomsml/lib/aws-sdk-cleanroomsml/types.rb

Overview

Comprehensive evaluation metrics for synthetic data that assess both the utility of the generated data for machine learning tasks and its privacy preservation characteristics.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #data_privacy_scores ⇒ Types::DataPrivacyScores

  Privacy-specific evaluation scores that measure how well the synthetic data protects individual privacy, including assessments of potential privacy risks such as membership inference attacks.

Instance Attribute Details

#data_privacy_scores ⇒ Types::DataPrivacyScores

Privacy-specific evaluation scores that measure how well the synthetic data protects individual privacy, including assessments of potential privacy risks such as membership inference attacks.

Returns:

• (Types::DataPrivacyScores)

# File 'gems/aws-sdk-cleanroomsml/lib/aws-sdk-cleanroomsml/types.rb', line 5503

class SyntheticDataEvaluationScores < Struct.new(
  :data_privacy_scores)
  SENSITIVE = []
  include Aws::Structure
end