You are viewing documentation for version 3 of the AWS SDK for Ruby. Version 2 documentation can be found here.

Class: Aws::ForecastService::Types::ParameterRanges

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-forecastservice/lib/aws-sdk-forecastservice/types.rb

Overview

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
    },
  ],
}

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.

Instance Attribute Summary collapse

Instance Attribute Details

#categorical_parameter_rangesArray<Types::CategoricalParameterRange>

Specifies the tunable range for each categorical hyperparameter.



2606
2607
2608
2609
2610
2611
# File 'gems/aws-sdk-forecastservice/lib/aws-sdk-forecastservice/types.rb', line 2606

class ParameterRanges < Struct.new(
  :categorical_parameter_ranges,
  :continuous_parameter_ranges,
  :integer_parameter_ranges)
  include Aws::Structure
end

#continuous_parameter_rangesArray<Types::ContinuousParameterRange>

Specifies the tunable range for each continuous hyperparameter.



2606
2607
2608
2609
2610
2611
# File 'gems/aws-sdk-forecastservice/lib/aws-sdk-forecastservice/types.rb', line 2606

class ParameterRanges < Struct.new(
  :categorical_parameter_ranges,
  :continuous_parameter_ranges,
  :integer_parameter_ranges)
  include Aws::Structure
end

#integer_parameter_rangesArray<Types::IntegerParameterRange>

Specifies the tunable range for each integer hyperparameter.

Returns:



2606
2607
2608
2609
2610
2611
# File 'gems/aws-sdk-forecastservice/lib/aws-sdk-forecastservice/types.rb', line 2606

class ParameterRanges < Struct.new(
  :categorical_parameter_ranges,
  :continuous_parameter_ranges,
  :integer_parameter_ranges)
  include Aws::Structure
end