HyperParameterSpecification
Defines a hyperparameter to be used by an algorithm.
Contents
- Name
-
The name of this hyperparameter. The name must be unique.
Type: String
Length Constraints: Maximum length of 256.
Pattern:
[\p{L}\p{M}\p{Z}\p{S}\p{N}\p{P}]*Required: Yes
- Type
-
The type of this hyperparameter. The valid types are
Integer,Continuous,Categorical, andFreeText.Type: String
Valid Values:
Integer | Continuous | Categorical | FreeTextRequired: Yes
- DefaultValue
-
The default value for this hyperparameter. If a default value is specified, a hyperparameter cannot be required.
Type: String
Length Constraints: Maximum length of 2500.
Pattern:
.*Required: No
- Description
-
A brief description of the hyperparameter.
Type: String
Length Constraints: Maximum length of 1024.
Pattern:
[\p{L}\p{M}\p{Z}\p{S}\p{N}\p{P}]*Required: No
- IsRequired
-
Indicates whether this hyperparameter is required.
Type: Boolean
Required: No
- IsTunable
-
Indicates whether this hyperparameter is tunable in a hyperparameter tuning job.
Type: Boolean
Required: No
- Range
-
The allowed range for this hyperparameter.
Type: ParameterRange object
Required: No
See Also
For more information about using this API in one of the language-specific AWS SDKs, see the following:
