Class: Aws::SageMaker::Types::AutoMLAlgorithmConfig

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

The collection of algorithms run on a dataset for training the model candidates of an Autopilot job.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#auto_ml_algorithms ⇒ Array<String>

The selection of algorithms run on a dataset to train the model candidates of an Autopilot job.

Selected algorithms must belong to the list corresponding to the training mode set in AutoMLJobConfig.Mode (ENSEMBLING or HYPERPARAMETER_TUNING). Choose a minimum of 1 algorithm.

  • In ENSEMBLING mode:

    • "catboost"

    • "extra-trees"

    • "fastai"

    • "lightgbm"

    • "linear-learner"

    • "nn-torch"

    • "randomforest"

    • "xgboost"

  • In HYPERPARAMETER_TUNING mode:

    • "linear-learner"

    • "mlp"

    • "xgboost"

Returns:

  • (Array<String>) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1756

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