Class: Aws::SageMaker::Types::HyperParameterSpecification
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::HyperParameterSpecification
- Includes:
- Aws::Structure
- Defined in:
- lib/aws-sdk-sagemaker/types.rb
Overview
Defines a hyperparameter to be used by an algorithm.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#default_value ⇒ String
The default value for this hyperparameter.
-
#description ⇒ String
A brief description of the hyperparameter.
-
#is_required ⇒ Boolean
Indicates whether this hyperparameter is required.
-
#is_tunable ⇒ Boolean
Indicates whether this hyperparameter is tunable in a hyperparameter tuning job.
-
#name ⇒ String
The name of this hyperparameter.
-
#range ⇒ Types::ParameterRange
The allowed range for this hyperparameter.
-
#type ⇒ String
The type of this hyperparameter.
Instance Attribute Details
#default_value ⇒ String
The default value for this hyperparameter. If a default value is specified, a hyperparameter cannot be required.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 22845 class HyperParameterSpecification < Struct.new( :name, :description, :type, :range, :is_tunable, :is_required, :default_value) SENSITIVE = [] include Aws::Structure end |
#description ⇒ String
A brief description of the hyperparameter.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 22845 class HyperParameterSpecification < Struct.new( :name, :description, :type, :range, :is_tunable, :is_required, :default_value) SENSITIVE = [] include Aws::Structure end |
#is_required ⇒ Boolean
Indicates whether this hyperparameter is required.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 22845 class HyperParameterSpecification < Struct.new( :name, :description, :type, :range, :is_tunable, :is_required, :default_value) SENSITIVE = [] include Aws::Structure end |
#is_tunable ⇒ Boolean
Indicates whether this hyperparameter is tunable in a hyperparameter tuning job.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 22845 class HyperParameterSpecification < Struct.new( :name, :description, :type, :range, :is_tunable, :is_required, :default_value) SENSITIVE = [] include Aws::Structure end |
#name ⇒ String
The name of this hyperparameter. The name must be unique.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 22845 class HyperParameterSpecification < Struct.new( :name, :description, :type, :range, :is_tunable, :is_required, :default_value) SENSITIVE = [] include Aws::Structure end |
#range ⇒ Types::ParameterRange
The allowed range for this hyperparameter.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 22845 class HyperParameterSpecification < Struct.new( :name, :description, :type, :range, :is_tunable, :is_required, :default_value) SENSITIVE = [] include Aws::Structure end |
#type ⇒ String
The type of this hyperparameter. The valid types are ‘Integer`, `Continuous`, `Categorical`, and `FreeText`.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 22845 class HyperParameterSpecification < Struct.new( :name, :description, :type, :range, :is_tunable, :is_required, :default_value) SENSITIVE = [] include Aws::Structure end |