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

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

Overview

An Autopilot job returns recommendations, or candidates. Each candidate has futher details about the steps involed, and the status.

Returned by:

See Also:

Instance Attribute Summary collapse

Instance Attribute Details

#candidate_name ⇒ String

The candidate name.

Returns:

  • (String) —

    The candidate name.

#candidate_status ⇒ String

The candidate\'s status.

Possible values:

  • Completed
  • InProgress
  • Failed
  • Stopped
  • Stopping

Returns:

  • (String) —

    The candidate\'s status.

#candidate_steps ⇒ Array<Types::AutoMLCandidateStep>

The candidate\'s steps.

Returns:

#creation_time ⇒ Time

The creation time.

Returns:

  • (Time) —

    The creation time.

#end_time ⇒ Time

The end time.

Returns:

  • (Time) —

    The end time.

#failure_reason ⇒ String

The failure reason.

Returns:

  • (String) —

    The failure reason.

#final_auto_ml_job_objective_metric ⇒ Types::FinalAutoMLJobObjectiveMetric

The best candidate result from an AutoML training job.

Returns:

#inference_containers ⇒ Array<Types::AutoMLContainerDefinition>

The inference containers.

Returns:

#last_modified_time ⇒ Time

The last modified time.

Returns:

  • (Time) —

    The last modified time.

#objective_status ⇒ String

The objective status.

Possible values:

  • Succeeded
  • Pending
  • Failed

Returns:

  • (String) —

    The objective status.