# SyntheticDataConfiguration
<a name="API_SyntheticDataConfiguration"></a>

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.

## Contents
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 ** syntheticDataParameters **   <a name="API-Type-SyntheticDataConfiguration-syntheticDataParameters"></a>
The parameters that control how synthetic data is generated, including privacy settings, column classifications, and other configuration options that affect the data synthesis process.  
Type: [MLSyntheticDataParameters](API_MLSyntheticDataParameters.md) object  
Required: Yes

 ** syntheticDataEvaluationScores **   <a name="API-Type-SyntheticDataConfiguration-syntheticDataEvaluationScores"></a>
Evaluation scores that assess the quality and privacy characteristics of the generated synthetic data, providing metrics on data utility and privacy preservation.  
Type: [SyntheticDataEvaluationScores](API_SyntheticDataEvaluationScores.md) object  
Required: No

## See Also
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For more information about using this API in one of the language-specific AWS SDKs, see the following:
+  [AWS SDK for C\$1\$1](https://docs.aws.amazon.com/goto/SdkForCpp/cleanroomsml-2023-09-06/SyntheticDataConfiguration) 
+  [AWS SDK for Java V2](https://docs.aws.amazon.com/goto/SdkForJavaV2/cleanroomsml-2023-09-06/SyntheticDataConfiguration) 
+  [AWS SDK for Ruby V3](https://docs.aws.amazon.com/goto/SdkForRubyV3/cleanroomsml-2023-09-06/SyntheticDataConfiguration)