AWS::Personalize::Solution SolutionConfig - AWS CloudFormation
SyntaxProperties
Services or capabilities described in AWS documentation might vary by Region. To see the differences applicable to the AWS European Sovereign Cloud Region, see the AWS European Sovereign Cloud User Guide.

This is the new CloudFormation Template Reference Guide. Please update your bookmarks and links. For help getting started with CloudFormation, see the AWS CloudFormation User Guide.

AWS::Personalize::Solution SolutionConfig

Describes the configuration properties for the solution.

Syntax

To declare this entity in your CloudFormation template, use the following syntax:

JSON

{
  "AlgorithmHyperParameters" : {Key: Value, ...},
  "AutoMLConfig" : AutoMLConfig,
  "EventValueThreshold" : String,
  "FeatureTransformationParameters" : {Key: Value, ...},
  "HpoConfig" : HpoConfig
}

Properties

AlgorithmHyperParameters

Lists the algorithm hyperparameters and their values.

Required: No

Type: Object of String

Pattern: .{1,}

Update requires: Replacement

AutoMLConfig

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

Required: No

Type: AutoMLConfig

Update requires: Replacement

EventValueThreshold

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

Required: No

Type: String

Maximum: 256

Update requires: Replacement

FeatureTransformationParameters

Lists the feature transformation parameters.

Required: No

Type: Object of String

Pattern: .{1,}

Update requires: Replacement

HpoConfig

Describes the properties for hyperparameter optimization (HPO).

Required: No

Type: HpoConfig

Update requires: Replacement