Class: Aws::SageMaker::Types::AutoMLAlgorithmConfig
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::AutoMLAlgorithmConfig
- Includes:
- Aws::Structure
- Defined in:
- lib/aws-sdk-sagemaker/types.rb
Overview
The collection of algorithms run on a dataset for training the model candidates of an Autopilot job.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#auto_ml_algorithms ⇒ Array<String>
The selection of algorithms run on a dataset to train the model candidates of an Autopilot job.
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.
<note markdown=“1”> 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.
</note>
-
In ‘ENSEMBLING` mode:
-
“catboost”
-
“extra-trees”
-
“fastai”
-
“lightgbm”
-
“linear-learner”
-
“nn-torch”
-
“randomforest”
-
“xgboost”
-
-
In ‘HYPERPARAMETER_TUNING` mode:
-
“linear-learner”
-
“mlp”
-
“xgboost”
-
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# File 'lib/aws-sdk-sagemaker/types.rb', line 1738 class AutoMLAlgorithmConfig < Struct.new( :auto_ml_algorithms) SENSITIVE = [] include Aws::Structure end |