Interface SyntheticDataConfiguration.Builder
- All Superinterfaces:
Buildable,CopyableBuilder<SyntheticDataConfiguration.Builder,,SyntheticDataConfiguration> SdkBuilder<SyntheticDataConfiguration.Builder,,SyntheticDataConfiguration> SdkPojo
- Enclosing class:
SyntheticDataConfiguration
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Method Summary
Modifier and TypeMethodDescriptionsyntheticDataEvaluationScores(Consumer<SyntheticDataEvaluationScores.Builder> syntheticDataEvaluationScores) Evaluation scores that assess the quality and privacy characteristics of the generated synthetic data, providing metrics on data utility and privacy preservation.syntheticDataEvaluationScores(SyntheticDataEvaluationScores syntheticDataEvaluationScores) Evaluation scores that assess the quality and privacy characteristics of the generated synthetic data, providing metrics on data utility and privacy preservation.syntheticDataParameters(Consumer<MLSyntheticDataParameters.Builder> 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.syntheticDataParameters(MLSyntheticDataParameters 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.Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder
copyMethods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder
applyMutation, buildMethods inherited from interface software.amazon.awssdk.core.SdkPojo
equalsBySdkFields, sdkFieldNameToField, sdkFields
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Method Details
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syntheticDataParameters
SyntheticDataConfiguration.Builder syntheticDataParameters(MLSyntheticDataParameters 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.
- Parameters:
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.- Returns:
- Returns a reference to this object so that method calls can be chained together.
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syntheticDataParameters
default SyntheticDataConfiguration.Builder syntheticDataParameters(Consumer<MLSyntheticDataParameters.Builder> 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.
This is a convenience method that creates an instance of theMLSyntheticDataParameters.Builderavoiding the need to create one manually viaMLSyntheticDataParameters.builder().When the
Consumercompletes,SdkBuilder.build()is called immediately and its result is passed tosyntheticDataParameters(MLSyntheticDataParameters).- Parameters:
syntheticDataParameters- a consumer that will call methods onMLSyntheticDataParameters.Builder- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
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syntheticDataEvaluationScores
SyntheticDataConfiguration.Builder syntheticDataEvaluationScores(SyntheticDataEvaluationScores syntheticDataEvaluationScores) Evaluation scores that assess the quality and privacy characteristics of the generated synthetic data, providing metrics on data utility and privacy preservation.
- Parameters:
syntheticDataEvaluationScores- Evaluation scores that assess the quality and privacy characteristics of the generated synthetic data, providing metrics on data utility and privacy preservation.- Returns:
- Returns a reference to this object so that method calls can be chained together.
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syntheticDataEvaluationScores
default SyntheticDataConfiguration.Builder syntheticDataEvaluationScores(Consumer<SyntheticDataEvaluationScores.Builder> syntheticDataEvaluationScores) Evaluation scores that assess the quality and privacy characteristics of the generated synthetic data, providing metrics on data utility and privacy preservation.
This is a convenience method that creates an instance of theSyntheticDataEvaluationScores.Builderavoiding the need to create one manually viaSyntheticDataEvaluationScores.builder().When the
Consumercompletes,SdkBuilder.build()is called immediately and its result is passed tosyntheticDataEvaluationScores(SyntheticDataEvaluationScores).- Parameters:
syntheticDataEvaluationScores- a consumer that will call methods onSyntheticDataEvaluationScores.Builder- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
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