You are viewing documentation for version 2 of the AWS SDK for Ruby. Version 3 documentation can be found here.
Class: Aws::SageMaker::Types::HyperParameterSpecification
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::HyperParameterSpecification
- Defined in:
- (unknown)
Overview
When passing HyperParameterSpecification as input to an Aws::Client method, you can use a vanilla 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",
}
Defines a hyperparameter to be used by an algorithm.
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.
#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. The name must be unique.
#range ⇒ Types::ParameterRange
The allowed range for this hyperparameter.
#type ⇒ String
The type of this hyperparameter. The valid types are Integer
,
Continuous
, Categorical
, and FreeText
.
Possible values:
- Integer
- Continuous
- Categorical
- FreeText