Interface ContinuousParameterRange.Builder

All Superinterfaces:

Buildable, CopyableBuilder<ContinuousParameterRange.Builder,ContinuousParameterRange>, SdkBuilder<ContinuousParameterRange.Builder,ContinuousParameterRange>, SdkPojo

Enclosing class:

ContinuousParameterRange

@Mutable
@NotThreadSafe
public static interface ContinuousParameterRange.Builder
extends SdkPojo, CopyableBuilder<ContinuousParameterRange.Builder,ContinuousParameterRange>

Method Summary

Modifier and Type	Method	Description
ContinuousParameterRange.Builder	maxValue(Double maxValue)	The maximum tunable value of the hyperparameter.
ContinuousParameterRange.Builder	minValue(Double minValue)	The minimum tunable value of the hyperparameter.
ContinuousParameterRange.Builder	name(String name)	The name of the hyperparameter to tune.
ContinuousParameterRange.Builder	scalingType(String scalingType)	The scale that hyperparameter tuning uses to search the hyperparameter range.
ContinuousParameterRange.Builder	scalingType(ScalingType scalingType)	The scale that hyperparameter tuning uses to search the hyperparameter range.

Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder

copy

Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder

applyMutation, build

Methods inherited from interface software.amazon.awssdk.core.SdkPojo

equalsBySdkFields, sdkFieldNameToField, sdkFields

Method Details

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.

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.

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.

scalingType

ContinuousParameterRange.Builder scalingType(String 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:

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

scalingType

ContinuousParameterRange.Builder scalingType(ScalingType 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:

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