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

Inherits:
Struct
  • Object
show all
Includes:
Aws::Structure
Defined in:
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>) 


40758
40759
40760
40761
40762
40763
40764
40765
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 40758

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) 


40758
40759
40760
40761
40762
40763
40764
40765
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 40758

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) 


40758
40759
40760
40761
40762
40763
40764
40765
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 40758

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) 


40758
40759
40760
40761
40762
40763
40764
40765
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 40758

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