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

Builder

class Builder

Properties

algorithmHyperParameters

var algorithmHyperParameters: Map<String, String>?

Lists the algorithm hyperparameters and their values.

autoMlConfig

var autoMlConfig: AutoMlConfig?

The AutoMLConfig object containing a list of recipes to search when AutoML is performed.

autoTrainingConfig

var autoTrainingConfig: AutoTrainingConfig?

Specifies the automatic training configuration to use.

eventsConfig

var eventsConfig: EventsConfig?

Describes the configuration of an event, which includes a list of event parameters. You can specify up to 10 event parameters. Events are used in solution creation.

eventValueThreshold

var eventValueThreshold: String?

Only events with a value greater than or equal to this threshold are used for training a model.

featureTransformationParameters

var featureTransformationParameters: Map<String, String>?

Lists the feature transformation parameters.

hpoConfig

var hpoConfig: HpoConfig?

Describes the properties for hyperparameter optimization (HPO).

optimizationObjective

var optimizationObjective: OptimizationObjective?

Describes the additional objective for the solution, such as maximizing streaming minutes or increasing revenue. For more information see Optimizing a solution.

trainingDataConfig

var trainingDataConfig: TrainingDataConfig?

Specifies the training data configuration to use when creating a custom solution version (trained model).