# SyntheticDataEvaluationScores


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

## Contents


 ** dataPrivacyScores **   <a name="API-Type-SyntheticDataEvaluationScores-dataPrivacyScores"></a>
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.  
Type: [DataPrivacyScores](API_DataPrivacyScores.md) object  
Required: Yes

## See Also


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/SyntheticDataEvaluationScores) 
+  [AWS SDK for Java V2](https://docs.aws.amazon.com/goto/SdkForJavaV2/cleanroomsml-2023-09-06/SyntheticDataEvaluationScores) 
+  [AWS SDK for Ruby V3](https://docs.aws.amazon.com/goto/SdkForRubyV3/cleanroomsml-2023-09-06/SyntheticDataEvaluationScores)