NAME
Paws::SageMaker::DescribeAutoMLJobResponse
ATTRIBUTES
REQUIRED AutoMLJobArn => Str
Returns the ARN of the AutoML job.
AutoMLJobArtifacts => Paws::SageMaker::AutoMLJobArtifacts
Returns information on the job's artifacts found in AutoMLJobArtifacts.
AutoMLJobConfig => Paws::SageMaker::AutoMLJobConfig
Returns the configuration for the AutoML job.
REQUIRED AutoMLJobName => Str
Returns the name of the AutoML job.
AutoMLJobObjective => Paws::SageMaker::AutoMLJobObjective
Returns the job's objective.
REQUIRED AutoMLJobSecondaryStatus => Str
Returns the secondary status of the AutoML job.
Valid values are: "Starting", "AnalyzingData", "FeatureEngineering", "ModelTuning", "MaxCandidatesReached", "Failed", "Stopped", "MaxAutoMLJobRuntimeReached", "Stopping", "CandidateDefinitionsGenerated", "GeneratingExplainabilityReport", "Completed", "ExplainabilityError", "DeployingModel", "ModelDeploymentError" =head2 REQUIRED AutoMLJobStatus => Str
Returns the status of the AutoML job.
Valid values are: "Completed", "InProgress", "Failed", "Stopped", "Stopping" =head2 BestCandidate => Paws::SageMaker::AutoMLCandidate
Returns the job's best AutoMLCandidate.
REQUIRED CreationTime => Str
Returns the creation time of the AutoML job.
EndTime => Str
Returns the end time of the AutoML job.
FailureReason => Str
Returns the failure reason for an AutoML job, when applicable.
GenerateCandidateDefinitionsOnly => Bool
Indicates whether the output for an AutoML job generates candidate definitions only.
REQUIRED InputDataConfig => ArrayRef[Paws::SageMaker::AutoMLChannel]
Returns the input data configuration for the AutoML job..
REQUIRED LastModifiedTime => Str
Returns the job's last modified time.
ModelDeployConfig => Paws::SageMaker::ModelDeployConfig
Indicates whether the model was deployed automatically to an endpoint and the name of that endpoint if deployed automatically.
ModelDeployResult => Paws::SageMaker::ModelDeployResult
Provides information about endpoint for the model deployment.
REQUIRED OutputDataConfig => Paws::SageMaker::AutoMLOutputDataConfig
Returns the job's output data config.
PartialFailureReasons => ArrayRef[Paws::SageMaker::AutoMLPartialFailureReason]
Returns a list of reasons for partial failures within an AutoML job.
ProblemType => Str
Returns the job's problem type.
Valid values are: "BinaryClassification", "MulticlassClassification", "Regression" =head2 ResolvedAttributes => Paws::SageMaker::ResolvedAttributes
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.
REQUIRED RoleArn => Str
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.