class Aws::ForecastService::Types::ParameterRanges

Specifies the categorical, continuous, and integer hyperparameters, and their ranges of tunable values. The range of tunable values determines which values that a hyperparameter tuning job can choose for the specified hyperparameter. This object is part of the HyperParameterTuningJobConfig object.

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

data as a hash:

    {
      categorical_parameter_ranges: [
        {
          name: "Name", # required
          values: ["Value"], # required
        },
      ],
      continuous_parameter_ranges: [
        {
          name: "Name", # required
          max_value: 1.0, # required
          min_value: 1.0, # required
          scaling_type: "Auto", # accepts Auto, Linear, Logarithmic, ReverseLogarithmic
        },
      ],
      integer_parameter_ranges: [
        {
          name: "Name", # required
          max_value: 1, # required
          min_value: 1, # required
          scaling_type: "Auto", # accepts Auto, Linear, Logarithmic, ReverseLogarithmic
        },
      ],
    }

@!attribute [rw] categorical_parameter_ranges

Specifies the tunable range for each categorical hyperparameter.
@return [Array<Types::CategoricalParameterRange>]

@!attribute [rw] continuous_parameter_ranges

Specifies the tunable range for each continuous hyperparameter.
@return [Array<Types::ContinuousParameterRange>]

@!attribute [rw] integer_parameter_ranges

Specifies the tunable range for each integer hyperparameter.
@return [Array<Types::IntegerParameterRange>]

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

Constants

SENSITIVE