ContinuousParameterRange
Specifies a continuous hyperparameter and it's range of tunable values. This object is part of the ParameterRanges object.
Contents
- MaxValue
-
The maximum tunable value of the hyperparameter.
Type: Double
Required: Yes
- MinValue
-
The minimum tunable value of the hyperparameter.
Type: Double
Required: Yes
- Name
-
The name of the hyperparameter to tune.
Type: String
Length Constraints: Minimum length of 1. Maximum length of 63.
Pattern:
^[a-zA-Z][a-zA-Z0-9_]*Required: Yes
- ScalingType
-
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
-
hyperparameter tuning searches the values in the hyperparameter range by using a reverse logarithmic scale.
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:
Type: String
Valid Values:
Auto | Linear | Logarithmic | ReverseLogarithmicRequired: No
See Also
For more information about using this API in one of the language-specific AWS SDKs, see the following:
