Class: Aws::CleanRoomsML::Types::SyntheticDataColumnProperties

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-cleanroomsml/lib/aws-sdk-cleanroomsml/types.rb

Overview

Properties that define how a specific data column should be handled during synthetic data generation, including its name, type, and role in predictive modeling.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#column_name ⇒ String

The name of the data column as it appears in the dataset.

Returns:

  • (String) 


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# File 'gems/aws-sdk-cleanroomsml/lib/aws-sdk-cleanroomsml/types.rb', line 5457

class SyntheticDataColumnProperties < Struct.new(
  :column_name,
  :column_type,
  :is_predictive_value)
  SENSITIVE = []
  include Aws::Structure
end

#column_type ⇒ String

The data type of the column, which determines how the synthetic data generation algorithm processes and synthesizes values for this column.

Returns:

  • (String) 


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# File 'gems/aws-sdk-cleanroomsml/lib/aws-sdk-cleanroomsml/types.rb', line 5457

class SyntheticDataColumnProperties < Struct.new(
  :column_name,
  :column_type,
  :is_predictive_value)
  SENSITIVE = []
  include Aws::Structure
end

#is_predictive_value ⇒ Boolean

Indicates if this column contains predictive values that should be treated as target variables in machine learning models. This affects how the synthetic data generation preserves statistical relationships.

Returns:

  • (Boolean) 


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# File 'gems/aws-sdk-cleanroomsml/lib/aws-sdk-cleanroomsml/types.rb', line 5457

class SyntheticDataColumnProperties < Struct.new(
  :column_name,
  :column_type,
  :is_predictive_value)
  SENSITIVE = []
  include Aws::Structure
end