Class: Aws::SageMaker::Types::CandidateGenerationConfig

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::CandidateGenerationConfig

Defined in:

gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

Stores the configuration information for how model candidates are generated using an AutoML job V2.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #algorithms_config ⇒ Array<Types::AutoMLAlgorithmConfig>

  Stores the configuration information for the selection of algorithms used to train model candidates on tabular data.

Instance Attribute Details

#algorithms_config ⇒ Array<Types::AutoMLAlgorithmConfig>

Stores the configuration information for the selection of algorithms used to train model candidates on tabular data.

The list of available algorithms to choose from depends on the training mode set in TabularJobConfig.Mode .

• AlgorithmsConfig should not be set in AUTO training mode.

• When AlgorithmsConfig is provided, one AutoMLAlgorithms attribute must be set and one only.

  If the list of algorithms provided as values for AutoMLAlgorithms is empty, CandidateGenerationConfig uses the full set of algorithms for the given training mode.

• When AlgorithmsConfig is not provided, CandidateGenerationConfig uses the full set of algorithms for the given training mode.

For the list of all algorithms per problem type and training mode, see AutoMLAlgorithmConfig.

For more information on each algorithm, see the Algorithm support section in Autopilot developer guide.

Returns:

• (Array<Types::AutoMLAlgorithmConfig>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 3190

class CandidateGenerationConfig < Struct.new(
  :algorithms_config)
  SENSITIVE = []
  include Aws::Structure
end