class Aws::ForecastService::Types::IntegerParameterRange

Specifies an integer hyperparameter and it's range of tunable values. This object is part of the ParameterRanges object.

@note When making an API call, you may pass IntegerParameterRange

data as a hash:

    {
      name: "Name", # required
      max_value: 1, # required
      min_value: 1, # required
      scaling_type: "Auto", # accepts Auto, Linear, Logarithmic, ReverseLogarithmic
    }

@!attribute [rw] name

The name of the hyperparameter to tune.
@return [String]

@!attribute [rw] max_value

The maximum tunable value of the hyperparameter.
@return [Integer]

@!attribute [rw] min_value

The minimum tunable value of the hyperparameter.
@return [Integer]

@!attribute [rw] scaling_type

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][1]. One of the following values:

[1]: http://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning-define-ranges.html#scaling-type
@return [String]

@see docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/IntegerParameterRange AWS API Documentation

Constants

SENSITIVE