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Showing content from https://docs.aws.amazon.com/sdkforruby/api/Aws/Personalize/Types/SolutionConfig.html below:

SolutionConfig — AWS SDK for Ruby V2

When passing SolutionConfig as input to an Aws::Client method, you can use a vanilla Hash:

{
  event_value_threshold: "EventValueThreshold",
  hpo_config: {
    hpo_objective: {
      type: "HPOObjectiveType",
      metric_name: "MetricName",
      metric_regex: "MetricRegex",
    },
    hpo_resource_config: {
      max_number_of_training_jobs: "HPOResource",
      max_parallel_training_jobs: "HPOResource",
    },
    algorithm_hyper_parameter_ranges: {
      integer_hyper_parameter_ranges: [
        {
          name: "ParameterName",
          min_value: 1,
          max_value: 1,
        },
      ],
      continuous_hyper_parameter_ranges: [
        {
          name: "ParameterName",
          min_value: 1.0,
          max_value: 1.0,
        },
      ],
      categorical_hyper_parameter_ranges: [
        {
          name: "ParameterName",
          values: ["CategoricalValue"],
        },
      ],
    },
  },
  algorithm_hyper_parameters: {
    "ParameterName" => "ParameterValue",
  },
  feature_transformation_parameters: {
    "ParameterName" => "ParameterValue",
  },
  auto_ml_config: {
    metric_name: "MetricName",
    recipe_list: ["Arn"],
  },
}

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