personalize/aws.sdk.kotlin.services.personalize.model/Solution/Builder

Builder

class Builder

Properties

autoMlResult

var autoMlResult: AutoMlResult?

When performAutoML is true, specifies the best recipe found.

creationDateTime

var creationDateTime: Instant?

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

datasetGroupArn

var datasetGroupArn: String?

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

eventType

var eventType: String?

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.

lastUpdatedDateTime

var lastUpdatedDateTime: Instant?

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

latestSolutionUpdate

var latestSolutionUpdate: SolutionUpdateSummary?

Provides a summary of the latest updates to the solution.

latestSolutionVersion

var latestSolutionVersion: SolutionVersionSummary?

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

name

var name: String?

The name of the solution.

performAutoMl

var performAutoMl: Boolean

We don't recommend enabling automated machine learning. Instead, match your use case to the available Amazon Personalize recipes. For more information, see Determining your use case.

performAutoTraining

var performAutoTraining: Boolean?

Specifies whether the solution automatically creates solution versions. The default is True and the solution automatically creates new solution versions every 7 days.

performHpo

var performHpo: Boolean

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

performIncrementalUpdate

var performIncrementalUpdate: Boolean?

A Boolean value that indicates whether incremental training updates are performed on the model. When enabled, this allows the model to learn from new data more frequently without requiring full retraining, which enables near real-time personalization. This parameter is supported only for solutions that use the semantic-similarity recipe

recipeArn

var recipeArn: String?

The ARN of the recipe used to create the solution. This is required when performAutoML is false.

solutionArn

var solutionArn: String?

The ARN of the solution.

solutionConfig

var solutionConfig: SolutionConfig?

Describes the configuration properties for the solution.

status

var status: String?

The status of the solution.