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.

_request_id => Str