class Aws::Personalize::Types::SolutionConfig
Describes the configuration properties for the solution.
@note When making an API call, you may pass SolutionConfig
data as a 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"], }, optimization_objective: { item_attribute: "ItemAttribute", objective_sensitivity: "LOW", # accepts LOW, MEDIUM, HIGH, OFF }, }
@!attribute [rw] event_value_threshold
Only events with a value greater than or equal to this threshold are used for training a model. @return [String]
@!attribute [rw] hpo_config
Describes the properties for hyperparameter optimization (HPO). @return [Types::HPOConfig]
@!attribute [rw] algorithm_hyper_parameters
Lists the hyperparameter names and ranges. @return [Hash<String,String>]
@!attribute [rw] feature_transformation_parameters
Lists the feature transformation parameters. @return [Hash<String,String>]
@!attribute [rw] auto_ml_config
The AutoMLConfig object containing a list of recipes to search when AutoML is performed. @return [Types::AutoMLConfig]
@!attribute [rw] optimization_objective
Describes the additional objective for the solution, such as maximizing streaming minutes or increasing revenue. For more information see [Optimizing a solution][1]. [1]: https://docs.aws.amazon.com/personalize/latest/dg/optimizing-solution-for-objective.html @return [Types::OptimizationObjective]
@see docs.aws.amazon.com/goto/WebAPI/personalize-2018-05-22/SolutionConfig AWS API Documentation
Constants
- SENSITIVE