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