Class: Aws::CleanRoomsML::Types::SyntheticDataConfiguration

Inherits:

Struct

Object
Struct
Aws::CleanRoomsML::Types::SyntheticDataConfiguration

show all

Defined in:: gems/aws-sdk-cleanroomsml/lib/aws-sdk-cleanroomsml/types.rb

Overview

Configuration settings for synthetic data generation, including the parameters that control data synthesis and the evaluation scores that measure the quality and privacy characteristics of the generated synthetic data.

Constant Summary collapse

SENSITIVE =

[]

Instance Attribute Summary collapse

#synthetic_data_evaluation_scores ⇒ Types::SyntheticDataEvaluationScores
Evaluation scores that assess the quality and privacy characteristics of the generated synthetic data, providing metrics on data utility and privacy preservation.
#synthetic_data_parameters ⇒ Types::MLSyntheticDataParameters
The parameters that control how synthetic data is generated, including privacy settings, column classifications, and other configuration options that affect the data synthesis process.

Instance Attribute Details

#synthetic_data_evaluation_scores ⇒ `Types::SyntheticDataEvaluationScores`

Evaluation scores that assess the quality and privacy characteristics of the generated synthetic data, providing metrics on data utility and privacy preservation.

Returns:

(Types::SyntheticDataEvaluationScores)

# File 'gems/aws-sdk-cleanroomsml/lib/aws-sdk-cleanroomsml/types.rb', line 5490

class SyntheticDataConfiguration < Struct.new(
  :synthetic_data_parameters,
  :synthetic_data_evaluation_scores)
  SENSITIVE = []
  include Aws::Structure
end

#synthetic_data_parameters ⇒ `Types::MLSyntheticDataParameters`

The parameters that control how synthetic data is generated, including privacy settings, column classifications, and other configuration options that affect the data synthesis process.