AlgorithmValidationSpecification - Amazon SageMaker


Specifies configurations for one or more training jobs that SageMaker runs to test the algorithm.



An array of AlgorithmValidationProfile objects, each of which specifies a training job and batch transform job that SageMaker runs to validate your algorithm.

Type: Array of AlgorithmValidationProfile objects

Array Members: Fixed number of 1 item.

Required: Yes


The IAM roles that SageMaker uses to run the training jobs.

Type: String

Length Constraints: Minimum length of 20. Maximum length of 2048.

Pattern: ^arn:aws[a-z\-]*:iam::\d{12}:role/?[a-zA-Z_0-9+=,.@\-_/]+$

Required: Yes

See Also

For more information about using this API in one of the language-specific AWS SDKs, see the following: