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Class: Aws::SageMaker::Types::AutoMLCandidate

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

Overview

An AutoPilot job will return recommendations, or candidates. Each candidate has futher details about the steps involed, and the status.

Returned by:

Instance Attribute Summary collapse

Instance Attribute Details

#candidate_nameString

The candidate name.

Returns:

  • (String)

    The candidate name.

#candidate_statusString

The candidate\'s status.

Possible values:

  • Completed
  • InProgress
  • Failed
  • Stopped
  • Stopping

Returns:

  • (String)

    The candidate\'s status.

#candidate_stepsArray<Types::AutoMLCandidateStep>

The candidate\'s steps.

Returns:

#creation_timeTime

The creation time.

Returns:

  • (Time)

    The creation time.

#end_timeTime

The end time.

Returns:

  • (Time)

    The end time.

#failure_reasonString

The failure reason.

Returns:

  • (String)

    The failure reason.

#final_auto_ml_job_objective_metricTypes::FinalAutoMLJobObjectiveMetric

The candidate result from a job.

Returns:

#inference_containersArray<Types::AutoMLContainerDefinition>

The inference containers.

Returns:

#last_modified_timeTime

The last modified time.

Returns:

  • (Time)

    The last modified time.

#objective_statusString

The objective status.

Possible values:

  • Succeeded
  • Pending
  • Failed

Returns:

  • (String)

    The objective status.