Values.SyntheticDataConfigurationSourceConfiguration 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.
type nonrec t = {syntheticDataParameters : MLSyntheticDataParameters.t option;The parameters that control how synthetic data is generated, including privacy settings, column classifications, and other configuration options that affect the data synthesis process.
*)syntheticDataEvaluationScores : SyntheticDataEvaluationScores.t option;Evaluation scores that assess the quality and privacy characteristics of the generated synthetic data, providing metrics on data utility and privacy preservation.
*)}val to_value :
t ->
[> `Structure of
(string
* [> `Structure of
(string
* [> `Double of MLSyntheticDataParametersEpsilonDouble.t
| `Structure of
(string
* [> `List of
[> `Structure of
(string
* [> `Boolean of Boolean.t
| `Double of
MembershipInferenceAttackScoreScoreDouble.t
| `Enum of string
| `String of SyntheticDataColumnName.t ])
list ]
list ])
list ])
list ])
list ]