Interface IntegerParameterRange.Builder

All Superinterfaces:
Buildable, CopyableBuilder<IntegerParameterRange.Builder,IntegerParameterRange>, SdkBuilder<IntegerParameterRange.Builder,IntegerParameterRange>, SdkPojo
Enclosing class:
IntegerParameterRange

public static interface IntegerParameterRange.Builder extends SdkPojo, CopyableBuilder<IntegerParameterRange.Builder,IntegerParameterRange>
  • Method Details

    • 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

      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

      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

      IntegerParameterRange.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

      Not supported for IntegerParameterRange.

      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

      Not supported for IntegerParameterRange.

      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

      IntegerParameterRange.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

      Not supported for IntegerParameterRange.

      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

      Not supported for IntegerParameterRange.

      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: