pulumi-aws-native-kotlin/com.pulumi.awsnative.personalize.kotlin.outputs/SolutionConfig

SolutionConfig

data class SolutionConfig(val algorithmHyperParameters: Any? = null, val autoMlConfig: SolutionConfigAutoMlConfigProperties? = null, val eventValueThreshold: String? = null, val featureTransformationParameters: Any? = null, val hpoConfig: SolutionConfigHpoConfigProperties? = null)

The configuration to use with the solution. When performAutoML is set to true, Amazon Personalize only evaluates the autoMLConfig section of the solution configuration.

Constructors

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fun SolutionConfig(algorithmHyperParameters: Any? = null, autoMlConfig: SolutionConfigAutoMlConfigProperties? = null, eventValueThreshold: String? = null, featureTransformationParameters: Any? = null, hpoConfig: SolutionConfigHpoConfigProperties? = null)

Types

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object Companion

Properties

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val algorithmHyperParameters: Any? = null

Lists the hyperparameter names and ranges.

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val autoMlConfig: SolutionConfigAutoMlConfigProperties? = null

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

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val eventValueThreshold: String? = null

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

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val featureTransformationParameters: Any? = null

Lists the feature transformation parameters.

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val hpoConfig: SolutionConfigHpoConfigProperties? = null

Describes the properties for hyperparameter optimization (HPO)