interface SyntheticDataParametersProperty

Language	Type name
.NET	Amazon.CDK.Mixins.Preview.AWS.CleanRooms.Mixins.CfnAnalysisTemplatePropsMixin.SyntheticDataParametersProperty
Go	github.com/aws/aws-cdk-go/awscdkmixinspreview/v2/awscleanrooms/mixins#CfnAnalysisTemplatePropsMixin_SyntheticDataParametersProperty
Java	software.amazon.awscdk.mixins.preview.services.cleanrooms.mixins.CfnAnalysisTemplatePropsMixin.SyntheticDataParametersProperty
Python	aws_cdk.mixins_preview.aws_cleanrooms.mixins.CfnAnalysisTemplatePropsMixin.SyntheticDataParametersProperty
TypeScript	@aws-cdk/mixins-preview » aws_cleanrooms » mixins » CfnAnalysisTemplatePropsMixin » SyntheticDataParametersProperty

The parameters that control how synthetic data is generated, including privacy settings, column classifications, and other configuration options that affect the data synthesis process.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-cleanrooms-analysistemplate-syntheticdataparameters.html

Example

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import { mixins as cleanrooms_mixins } from '@aws-cdk/mixins-preview/aws-cleanrooms';
const syntheticDataParametersProperty: cleanrooms_mixins.CfnAnalysisTemplatePropsMixin.SyntheticDataParametersProperty = {
  mlSyntheticDataParameters: {
    columnClassification: {
      columnMapping: [{
        columnName: 'columnName',
        columnType: 'columnType',
        isPredictiveValue: false,
      }],
    },
    epsilon: 123,
    maxMembershipInferenceAttackScore: 123,
  },
};

Properties

Name	Type	Description
mlSyntheticDataParameters?	IResolvable | MLSyntheticDataParametersProperty	The machine learning-specific parameters for synthetic data generation.

---

mlSyntheticDataParameters?

Type: IResolvable | MLSyntheticDataParametersProperty (optional)

The machine learning-specific parameters for synthetic data generation.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-cleanrooms-analysistemplate-syntheticdataparameters.html#cfn-cleanrooms-analysistemplate-syntheticdataparameters-mlsyntheticdataparameters