SyntheticDataConfiguration
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
- syntheticDataParameters
-
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 object
Required: Yes
- syntheticDataEvaluationScores
-
Evaluation scores that assess the quality and privacy characteristics of the generated synthetic data, providing metrics on data utility and privacy preservation.
Type: SyntheticDataEvaluationScores object
Required: No
See Also
For more information about using this API in one of the language-specific AWS SDKs, see the following:
