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Class: Aws::SageMaker::Types::DescribeAutoMLJobResponse

Inherits:
Struct
  • Object
show all
Defined in:
(unknown)

Overview

Instance Attribute Summary collapse

Instance Attribute Details

#auto_ml_job_arnString

Returns the job\'s ARN.

Returns:

  • (String)

    Returns the job\'s ARN.

#auto_ml_job_artifactsTypes::AutoMLJobArtifacts

Returns information on the job\'s artifacts found in AutoMLJobArtifacts.

Returns:

#auto_ml_job_configTypes::AutoMLJobConfig

Returns the job\'s config.

Returns:

#auto_ml_job_nameString

Returns the name of a job.

Returns:

  • (String)

    Returns the name of a job.

#auto_ml_job_objectiveTypes::AutoMLJobObjective

Returns the job\'s objective.

Returns:

#auto_ml_job_secondary_statusString

Returns the job\'s AutoMLJobSecondaryStatus.

Possible values:

  • Starting
  • AnalyzingData
  • FeatureEngineering
  • ModelTuning
  • MaxCandidatesReached
  • Failed
  • Stopped
  • MaxAutoMLJobRuntimeReached
  • Stopping
  • CandidateDefinitionsGenerated

Returns:

  • (String)

    Returns the job\'s AutoMLJobSecondaryStatus.

#auto_ml_job_statusString

Returns the job\'s AutoMLJobStatus.

Possible values:

  • Completed
  • InProgress
  • Failed
  • Stopped
  • Stopping

Returns:

  • (String)

    Returns the job\'s AutoMLJobStatus.

#best_candidateTypes::AutoMLCandidate

Returns the job\'s BestCandidate.

Returns:

#creation_timeTime

Returns the job\'s creation time.

Returns:

  • (Time)

    Returns the job\'s creation time.

#end_timeTime

Returns the job\'s end time.

Returns:

  • (Time)

    Returns the job\'s end time.

#failure_reasonString

Returns the job\'s FailureReason.

Returns:

  • (String)

    Returns the job\'s FailureReason.

#generate_candidate_definitions_onlyBoolean

Returns the job\'s output from GenerateCandidateDefinitionsOnly.

Returns:

  • (Boolean)

    Returns the job\'s output from GenerateCandidateDefinitionsOnly.

#input_data_configArray<Types::AutoMLChannel>

Returns the job\'s input data config.

Returns:

#last_modified_timeTime

Returns the job\'s last modified time.

Returns:

  • (Time)

    Returns the job\'s last modified time.

#output_data_configTypes::AutoMLOutputDataConfig

Returns the job\'s output data config.

Returns:

#problem_typeString

Returns the job\'s problem type.

Possible values:

  • BinaryClassification
  • MulticlassClassification
  • Regression

Returns:

  • (String)

    Returns the job\'s problem type.

#resolved_attributesTypes::ResolvedAttributes

This contains ProblemType, AutoMLJobObjective and CompletionCriteria. They\'re auto-inferred values, if not provided by you. If you do provide them, then they\'ll be the same as provided.

Returns:

#role_arnString

The Amazon Resource Name (ARN) of the AWS 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.

Returns:

  • (String)

    The Amazon Resource Name (ARN) of the AWS 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.