Class: Aws::SageMaker::Types::AutoMLProblemTypeConfig

Inherits:
Struct
  • Object
show all
Includes:
Aws::Structure, Aws::Structure::Union
Defined in:
lib/aws-sdk-sagemaker/types.rb

Overview

Note:

AutoMLProblemTypeConfig is a union - when making an API calls you must set exactly one of the members.

Note:

AutoMLProblemTypeConfig is a union - when returned from an API call exactly one value will be set and the returned type will be a subclass of AutoMLProblemTypeConfig corresponding to the set member.

A collection of settings specific to the problem type used to configure an AutoML job V2. There must be one and only one config of the following type.

See Also:

Defined Under Namespace

Classes: ImageClassificationJobConfig, TabularJobConfig, TextClassificationJobConfig, TimeSeriesForecastingJobConfig, Unknown

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#image_classification_job_config ⇒ Types::ImageClassificationJobConfig

Settings used to configure an AutoML job V2 for the image classification problem type.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 2422

class AutoMLProblemTypeConfig < Struct.new(
  :image_classification_job_config,
  :text_classification_job_config,
  :tabular_job_config,
  :time_series_forecasting_job_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class ImageClassificationJobConfig < AutoMLProblemTypeConfig; end
  class TextClassificationJobConfig < AutoMLProblemTypeConfig; end
  class TabularJobConfig < AutoMLProblemTypeConfig; end
  class TimeSeriesForecastingJobConfig < AutoMLProblemTypeConfig; end
  class Unknown < AutoMLProblemTypeConfig; end
end

#tabular_job_config ⇒ Types::TabularJobConfig

Settings used to configure an AutoML job V2 for a tabular problem type (regression, classification).

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 2422

class AutoMLProblemTypeConfig < Struct.new(
  :image_classification_job_config,
  :text_classification_job_config,
  :tabular_job_config,
  :time_series_forecasting_job_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class ImageClassificationJobConfig < AutoMLProblemTypeConfig; end
  class TextClassificationJobConfig < AutoMLProblemTypeConfig; end
  class TabularJobConfig < AutoMLProblemTypeConfig; end
  class TimeSeriesForecastingJobConfig < AutoMLProblemTypeConfig; end
  class Unknown < AutoMLProblemTypeConfig; end
end

#text_classification_job_config ⇒ Types::TextClassificationJobConfig

Settings used to configure an AutoML job V2 for the text classification problem type.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 2422

class AutoMLProblemTypeConfig < Struct.new(
  :image_classification_job_config,
  :text_classification_job_config,
  :tabular_job_config,
  :time_series_forecasting_job_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class ImageClassificationJobConfig < AutoMLProblemTypeConfig; end
  class TextClassificationJobConfig < AutoMLProblemTypeConfig; end
  class TabularJobConfig < AutoMLProblemTypeConfig; end
  class TimeSeriesForecastingJobConfig < AutoMLProblemTypeConfig; end
  class Unknown < AutoMLProblemTypeConfig; end
end

#time_series_forecasting_job_config ⇒ Types::TimeSeriesForecastingJobConfig

Settings used to configure an AutoML job V2 for a time-series forecasting problem type.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 2422

class AutoMLProblemTypeConfig < Struct.new(
  :image_classification_job_config,
  :text_classification_job_config,
  :tabular_job_config,
  :time_series_forecasting_job_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class ImageClassificationJobConfig < AutoMLProblemTypeConfig; end
  class TextClassificationJobConfig < AutoMLProblemTypeConfig; end
  class TabularJobConfig < AutoMLProblemTypeConfig; end
  class TimeSeriesForecastingJobConfig < AutoMLProblemTypeConfig; end
  class Unknown < AutoMLProblemTypeConfig; end
end

#unknown ⇒ Object

Returns the value of attribute unknown

Returns:

  • (Object) —

    the current value of unknown



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# File 'lib/aws-sdk-sagemaker/types.rb', line 2422

def unknown
  @unknown
end