AlgorithmValidationSpecification - Amazon SageMaker

AlgorithmValidationSpecification

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

Contents

ValidationProfiles

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

Type: Array of AlgorithmValidationProfile objects

Array Members: Fixed number of 1 item.

Required: Yes

ValidationRole

The IAM roles that Amazon 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: