AWS::Personalize::Solution SolutionConfig

Describes the configuration properties for the solution.

Syntax

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

JSON

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

YAML

  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