class Aws::SageMaker::Types::DescribeAutoMLJobResponse
@!attribute [rw] auto_ml_job_name
Returns the name of the AutoML job. @return [String]
@!attribute [rw] auto_ml_job_arn
Returns the ARN of the AutoML job. @return [String]
@!attribute [rw] input_data_config
Returns the input data configuration for the AutoML job.. @return [Array<Types::AutoMLChannel>]
@!attribute [rw] output_data_config
Returns the job's output data config. @return [Types::AutoMLOutputDataConfig]
@!attribute [rw] role_arn
The Amazon Resource Name (ARN) of the Amazon Web Services Identity and Access Management (IAM) role that has read permission to the input data location and write permission to the output data location in Amazon S3. @return [String]
@!attribute [rw] auto_ml_job_objective
Returns the job's objective. @return [Types::AutoMLJobObjective]
@!attribute [rw] problem_type
Returns the job's problem type. @return [String]
@!attribute [rw] auto_ml_job_config
Returns the configuration for the AutoML job. @return [Types::AutoMLJobConfig]
@!attribute [rw] creation_time
Returns the creation time of the AutoML job. @return [Time]
@!attribute [rw] end_time
Returns the end time of the AutoML job. @return [Time]
@!attribute [rw] last_modified_time
Returns the job's last modified time. @return [Time]
@!attribute [rw] failure_reason
Returns the failure reason for an AutoML job, when applicable. @return [String]
@!attribute [rw] partial_failure_reasons
Returns a list of reasons for partial failures within an AutoML job. @return [Array<Types::AutoMLPartialFailureReason>]
@!attribute [rw] best_candidate
Returns the job's best `AutoMLCandidate`. @return [Types::AutoMLCandidate]
@!attribute [rw] auto_ml_job_status
Returns the status of the AutoML job. @return [String]
@!attribute [rw] auto_ml_job_secondary_status
Returns the secondary status of the AutoML job. @return [String]
@!attribute [rw] generate_candidate_definitions_only
Indicates whether the output for an AutoML job generates candidate definitions only. @return [Boolean]
@!attribute [rw] auto_ml_job_artifacts
Returns information on the job's artifacts found in `AutoMLJobArtifacts`. @return [Types::AutoMLJobArtifacts]
@!attribute [rw] resolved_attributes
This contains `ProblemType`, `AutoMLJobObjective`, and `CompletionCriteria`. If you do not provide these values, they are auto-inferred. If you do provide them, the values used are the ones you provide. @return [Types::ResolvedAttributes]
@!attribute [rw] model_deploy_config
Indicates whether the model was deployed automatically to an endpoint and the name of that endpoint if deployed automatically. @return [Types::ModelDeployConfig]
@!attribute [rw] model_deploy_result
Provides information about endpoint for the model deployment. @return [Types::ModelDeployResult]
@see docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeAutoMLJobResponse AWS API Documentation
Constants
- SENSITIVE