class Aws::Personalize::Types::Solution
An object that provides information about a solution. A solution is a trained model that can be deployed as a campaign.
@!attribute [rw] name
The name of the solution. @return [String]
@!attribute [rw] solution_arn
The ARN of the solution. @return [String]
@!attribute [rw] perform_hpo
Whether to perform hyperparameter optimization (HPO) on the chosen recipe. The default is `false`. @return [Boolean]
@!attribute [rw] perform_auto_ml
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. @return [Boolean]
@!attribute [rw] recipe_arn
The ARN of the recipe used to create the solution. @return [String]
@!attribute [rw] dataset_group_arn
The Amazon Resource Name (ARN) of the dataset group that provides the training data. @return [String]
@!attribute [rw] event_type
The event type (for example, 'click' or 'like') that is used for training the model. If no `eventType` is provided, Amazon Personalize uses all interactions for training with equal weight regardless of type. @return [String]
@!attribute [rw] solution_config
Describes the configuration properties for the solution. @return [Types::SolutionConfig]
@!attribute [rw] auto_ml_result
When `performAutoML` is true, specifies the best recipe found. @return [Types::AutoMLResult]
@!attribute [rw] status
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 @return [String]
@!attribute [rw] creation_date_time
The creation date and time (in Unix time) of the solution. @return [Time]
@!attribute [rw] last_updated_date_time
The date and time (in Unix time) that the solution was last updated. @return [Time]
@!attribute [rw] latest_solution_version
Describes the latest version of the solution, including the status and the ARN. @return [Types::SolutionVersionSummary]
@see docs.aws.amazon.com/goto/WebAPI/personalize-2018-05-22/Solution AWS API Documentation
Constants
- SENSITIVE