Class: Aws::ForecastService::Types::IntegerParameterRange

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

Overview

Specifies an integer hyperparameter and it's range of tunable values. This object is part of the ParameterRanges object.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#max_value ⇒ Integer

The maximum tunable value of the hyperparameter.

Returns:

  • (Integer) 


4654
4655
4656
4657
4658
4659
4660
4661
 
# File 'gems/aws-sdk-forecastservice/lib/aws-sdk-forecastservice/types.rb', line 4654

class IntegerParameterRange < Struct.new(
  :name,
  :max_value,
  :min_value,
  :scaling_type)
  SENSITIVE = []
  include Aws::Structure
end

#min_value ⇒ Integer

The minimum tunable value of the hyperparameter.

Returns:

  • (Integer) 


4654
4655
4656
4657
4658
4659
4660
4661
 
# File 'gems/aws-sdk-forecastservice/lib/aws-sdk-forecastservice/types.rb', line 4654

class IntegerParameterRange < Struct.new(
  :name,
  :max_value,
  :min_value,
  :scaling_type)
  SENSITIVE = []
  include Aws::Structure
end

#name ⇒ String

The name of the hyperparameter to tune.

Returns:

  • (String) 


4654
4655
4656
4657
4658
4659
4660
4661
 
# File 'gems/aws-sdk-forecastservice/lib/aws-sdk-forecastservice/types.rb', line 4654

class IntegerParameterRange < Struct.new(
  :name,
  :max_value,
  :min_value,
  :scaling_type)
  SENSITIVE = []
  include Aws::Structure
end

#scaling_type ⇒ String

The scale that hyperparameter tuning uses to search the hyperparameter range. Valid values:

Auto

Amazon Forecast hyperparameter tuning chooses the best scale for the hyperparameter.

Linear

Hyperparameter tuning searches the values in the hyperparameter range by using a linear scale.

Logarithmic

Hyperparameter tuning searches the values in the hyperparameter range by using a logarithmic scale.

Logarithmic scaling works only for ranges that have values greater than 0.

ReverseLogarithmic

Not supported for IntegerParameterRange.

Reverse logarithmic scaling works only for ranges that are entirely within the range 0 <= x < 1.0.

For information about choosing a hyperparameter scale, see Hyperparameter Scaling. One of the following values:

Returns:

  • (String) 


4654
4655
4656
4657
4658
4659
4660
4661
 
# File 'gems/aws-sdk-forecastservice/lib/aws-sdk-forecastservice/types.rb', line 4654

class IntegerParameterRange < Struct.new(
  :name,
  :max_value,
  :min_value,
  :scaling_type)
  SENSITIVE = []
  include Aws::Structure
end