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

Solution — AWS SDK for Ruby V2

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

Inherits:

Struct

• Object
• Struct
• Aws::Personalize::Types::Solution

show all

Defined in:

(unknown)

An object that provides information about a solution. A solution is a trained model that can be deployed as a campaign.

Returned by:

• DescribeSolutionResponse#solution

• #auto_ml_result ⇒ Types::AutoMLResult

  When performAutoML is true, specifies the best recipe found.

• #creation_date_time ⇒ Time

  The creation date and time (in Unix time) of the solution.

• #dataset_group_arn ⇒ String

  The Amazon Resource Name (ARN) of the dataset group that provides the training data.

• #event_type ⇒ String

  The event type (for example, \'click\' or \'like\') that is used for training the model.

• #last_updated_date_time ⇒ Time

  The date and time (in Unix time) that the solution was last updated.

• #latest_solution_version ⇒ Types::SolutionVersionSummary

  Describes the latest version of the solution, including the status and the ARN.

• #name ⇒ String

  The name of the solution.

• #perform_auto_ml ⇒ Boolean

  When true, Amazon Personalize performs a search for the best USER_PERSONALIZATION recipe from the list specified in the solution configuration (recipeArn must not be specified).

• #perform_hpo ⇒ Boolean

  Whether to perform hyperparameter optimization (HPO) on the chosen recipe.

• #recipe_arn ⇒ String

  The ARN of the recipe used to create the solution.

• #solution_arn ⇒ String

  The ARN of the solution.

• #solution_config ⇒ Types::SolutionConfig

  Describes the configuration properties for the solution.

• #status ⇒ String

  The status of the solution.

When performAutoML is true, specifies the best recipe found.

The creation date and time (in Unix time) of the solution.

The Amazon Resource Name (ARN) of the dataset group that provides the training data.

The event type (for example, \'click\' or \'like\') that is used for training the model.

The date and time (in Unix time) that the solution was last updated.

The name of the solution.

When true, Amazon Personalize performs a search for the best USER_PERSONALIZATION recipe from the list specified in the solution configuration (recipeArn must not be specified). When false (the default), Amazon Personalize uses recipeArn for training.

Whether to perform hyperparameter optimization (HPO) on the chosen recipe. The default is false.

The ARN of the recipe used to create the solution.

The status of the solution.

A solution can be in one of the following states:

• CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

• DELETE PENDING > DELETE IN_PROGRESS

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