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API_ContinuousParameterRange.md

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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 | ReverseLogarithmic
Required: No

See Also

For more information about using this API in one of the language-specific AWS SDKs, see the following: