Interface ContinuousParameterRange.Builder
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- All Superinterfaces:
Buildable,CopyableBuilder<ContinuousParameterRange.Builder,ContinuousParameterRange>,SdkBuilder<ContinuousParameterRange.Builder,ContinuousParameterRange>,SdkPojo
- Enclosing class:
- ContinuousParameterRange
public static interface ContinuousParameterRange.Builder extends SdkPojo, CopyableBuilder<ContinuousParameterRange.Builder,ContinuousParameterRange>
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Method Summary
All Methods Instance Methods Abstract Methods Modifier and Type Method Description ContinuousParameterRange.BuildermaxValue(Double maxValue)The maximum tunable value of the hyperparameter.ContinuousParameterRange.BuilderminValue(Double minValue)The minimum tunable value of the hyperparameter.ContinuousParameterRange.Buildername(String name)The name of the hyperparameter to tune.ContinuousParameterRange.BuilderscalingType(String scalingType)The scale that hyperparameter tuning uses to search the hyperparameter range.ContinuousParameterRange.BuilderscalingType(ScalingType scalingType)The scale that hyperparameter tuning uses to search the hyperparameter range.-
Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder
copy
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Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder
applyMutation, build
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Methods inherited from interface software.amazon.awssdk.core.SdkPojo
equalsBySdkFields, sdkFieldNameToField, sdkFields
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Method Detail
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name
ContinuousParameterRange.Builder name(String name)
The name of the hyperparameter to tune.
- Parameters:
name- The name of the hyperparameter to tune.- Returns:
- Returns a reference to this object so that method calls can be chained together.
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maxValue
ContinuousParameterRange.Builder maxValue(Double maxValue)
The maximum tunable value of the hyperparameter.
- Parameters:
maxValue- The maximum tunable value of the hyperparameter.- Returns:
- Returns a reference to this object so that method calls can be chained together.
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minValue
ContinuousParameterRange.Builder minValue(Double minValue)
The minimum tunable value of the hyperparameter.
- Parameters:
minValue- The minimum tunable value of the hyperparameter.- Returns:
- Returns a reference to this object so that method calls can be chained together.
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scalingType
ContinuousParameterRange.Builder scalingType(String scalingType)
The scale that hyperparameter tuning uses to search the hyperparameter range. Valid values:
- Auto
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Amazon Forecast hyperparameter tuning chooses the best scale for the hyperparameter.
- Linear
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Hyperparameter tuning searches the values in the hyperparameter range by using a linear scale.
- Logarithmic
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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
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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:
- Parameters:
scalingType- The scale that hyperparameter tuning uses to search the hyperparameter range. Valid values:- Auto
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Amazon Forecast hyperparameter tuning chooses the best scale for the hyperparameter.
- Linear
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Hyperparameter tuning searches the values in the hyperparameter range by using a linear scale.
- Logarithmic
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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
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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:
- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
ScalingType,ScalingType
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scalingType
ContinuousParameterRange.Builder scalingType(ScalingType scalingType)
The scale that hyperparameter tuning uses to search the hyperparameter range. Valid values:
- Auto
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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
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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:
- Parameters:
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:
- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
ScalingType,ScalingType
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