class Aws::SageMaker::Types::HyperParameterSpecification
Defines a hyperparameter to be used by an algorithm.
@note When making an API call, you may pass HyperParameterSpecification
data as a hash: { name: "ParameterName", # required description: "EntityDescription", type: "Integer", # required, accepts Integer, Continuous, Categorical, FreeText range: { integer_parameter_range_specification: { min_value: "ParameterValue", # required max_value: "ParameterValue", # required }, continuous_parameter_range_specification: { min_value: "ParameterValue", # required max_value: "ParameterValue", # required }, categorical_parameter_range_specification: { values: ["ParameterValue"], # required }, }, is_tunable: false, is_required: false, default_value: "HyperParameterValue", }
@!attribute [rw] name
The name of this hyperparameter. The name must be unique. @return [String]
@!attribute [rw] description
A brief description of the hyperparameter. @return [String]
@!attribute [rw] type
The type of this hyperparameter. The valid types are `Integer`, `Continuous`, `Categorical`, and `FreeText`. @return [String]
@!attribute [rw] range
The allowed range for this hyperparameter. @return [Types::ParameterRange]
@!attribute [rw] is_tunable
Indicates whether this hyperparameter is tunable in a hyperparameter tuning job. @return [Boolean]
@!attribute [rw] is_required
Indicates whether this hyperparameter is required. @return [Boolean]
@!attribute [rw] default_value
The default value for this hyperparameter. If a default value is specified, a hyperparameter cannot be required. @return [String]
@see docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/HyperParameterSpecification AWS API Documentation
Constants
- SENSITIVE