SyntheticDataEvaluationScores - AWS Clean Rooms ML

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

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 object

Required: Yes

See Also

For more information about using this API in one of the language-specific AWS SDKs, see the following: