Class: Aws::ForecastService::Types::IntegerParameterRange
- Inherits:
-
Struct
- Object
- Struct
- Aws::ForecastService::Types::IntegerParameterRange
- 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.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#max_value ⇒ Integer
The maximum tunable value of the hyperparameter.
-
#min_value ⇒ Integer
The minimum tunable value of the hyperparameter.
-
#name ⇒ String
The name of the hyperparameter to tune.
-
#scaling_type ⇒ String
The scale that hyperparameter tuning uses to search the hyperparameter range.
Instance Attribute Details
#max_value ⇒ Integer
The maximum tunable value of the hyperparameter.
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# 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.
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# 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.
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# 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:
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# 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 |