Class: Aws::SageMaker::Types::TimeSeriesConfig

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

Overview

The collection of components that defines the time-series.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#grouping_attribute_names ⇒ Array<String>

A set of columns names that can be grouped with the item identifier column to create a composite key for which a target value is predicted.

Returns:

  • (Array<String>) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42774

class TimeSeriesConfig < Struct.new(
  :target_attribute_name,
  :timestamp_attribute_name,
  :item_identifier_attribute_name,
  :grouping_attribute_names)
  SENSITIVE = []
  include Aws::Structure
end

#item_identifier_attribute_name ⇒ String

The name of the column that represents the set of item identifiers for which you want to predict the target value.

Returns:

  • (String) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42774

class TimeSeriesConfig < Struct.new(
  :target_attribute_name,
  :timestamp_attribute_name,
  :item_identifier_attribute_name,
  :grouping_attribute_names)
  SENSITIVE = []
  include Aws::Structure
end

#target_attribute_name ⇒ String

The name of the column representing the target variable that you want to predict for each item in your dataset. The data type of the target variable must be numerical.

Returns:

  • (String) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42774

class TimeSeriesConfig < Struct.new(
  :target_attribute_name,
  :timestamp_attribute_name,
  :item_identifier_attribute_name,
  :grouping_attribute_names)
  SENSITIVE = []
  include Aws::Structure
end

#timestamp_attribute_name ⇒ String

The name of the column indicating a point in time at which the target value of a given item is recorded.

Returns:

  • (String) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42774

class TimeSeriesConfig < Struct.new(
  :target_attribute_name,
  :timestamp_attribute_name,
  :item_identifier_attribute_name,
  :grouping_attribute_names)
  SENSITIVE = []
  include Aws::Structure
end