CreateSolutionRequest

public struct CreateSolutionRequest : AWSShape

Undocumented

  • Declaration

    Swift

    public static var _members: [AWSShapeMember]
  • The Amazon Resource Name (ARN) of the dataset group that provides the training data.

    Declaration

    Swift

    public let datasetGroupArn: String
  • When your have multiple event types (using an EVENT_TYPE schema field), this parameter specifies which event type (for example, ‘click’ or ‘like’) is used for training the model.

    Declaration

    Swift

    public let eventType: String?
  • The name for the solution.

    Declaration

    Swift

    public let name: String
  • Whether to perform automated machine learning (AutoML). The default is false. For this case, you must specify recipeArn. When set to true, Amazon Personalize analyzes your training data and selects the optimal USER_PERSONALIZATION recipe and hyperparameters. In this case, you must omit recipeArn. Amazon Personalize determines the optimal recipe by running tests with different values for the hyperparameters. AutoML lengthens the training process as compared to selecting a specific recipe.

    Declaration

    Swift

    public let performAutoML: Bool?
  • Whether to perform hyperparameter optimization (HPO) on the specified or selected recipe. The default is false. When performing AutoML, this parameter is always true and you should not set it to false.

    Declaration

    Swift

    public let performHPO: Bool?
  • The ARN of the recipe to use for model training. Only specified when performAutoML is false.

    Declaration

    Swift

    public let recipeArn: String?
  • The configuration to use with the solution. When performAutoML is set to true, Amazon Personalize only evaluates the autoMLConfig section of the solution configuration.

    Declaration

    Swift

    public let solutionConfig: SolutionConfig?
  • Undocumented

    Declaration

    Swift

    public init(datasetGroupArn: String, eventType: String? = nil, name: String, performAutoML: Bool? = nil, performHPO: Bool? = nil, recipeArn: String? = nil, solutionConfig: SolutionConfig? = nil)
  • Declaration

    Swift

    public func validate(name: String) throws