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

Inherits:
Struct
  • Object
show all
Includes:
Aws::Structure
Defined in:
lib/aws-sdk-sagemaker/types.rb

Overview

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

See Also:

Instance Attribute Summary collapse

Instance Attribute Details

#candidate_name ⇒ String

The candidate name.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 903

class AutoMLCandidate < Struct.new(
  :candidate_name,
  :final_auto_ml_job_objective_metric,
  :objective_status,
  :candidate_steps,
  :candidate_status,
  :inference_containers,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason)
  include Aws::Structure
end

#candidate_status ⇒ String

The candidate’s status.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 903

class AutoMLCandidate < Struct.new(
  :candidate_name,
  :final_auto_ml_job_objective_metric,
  :objective_status,
  :candidate_steps,
  :candidate_status,
  :inference_containers,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason)
  include Aws::Structure
end

#candidate_steps ⇒ Array<Types::AutoMLCandidateStep>

The candidate’s steps.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 903

class AutoMLCandidate < Struct.new(
  :candidate_name,
  :final_auto_ml_job_objective_metric,
  :objective_status,
  :candidate_steps,
  :candidate_status,
  :inference_containers,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason)
  include Aws::Structure
end

#creation_time ⇒ Time

The creation time.

Returns:

  • (Time) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 903

class AutoMLCandidate < Struct.new(
  :candidate_name,
  :final_auto_ml_job_objective_metric,
  :objective_status,
  :candidate_steps,
  :candidate_status,
  :inference_containers,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason)
  include Aws::Structure
end

#end_time ⇒ Time

The end time.

Returns:

  • (Time) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 903

class AutoMLCandidate < Struct.new(
  :candidate_name,
  :final_auto_ml_job_objective_metric,
  :objective_status,
  :candidate_steps,
  :candidate_status,
  :inference_containers,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason)
  include Aws::Structure
end

#failure_reason ⇒ String

The failure reason.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 903

class AutoMLCandidate < Struct.new(
  :candidate_name,
  :final_auto_ml_job_objective_metric,
  :objective_status,
  :candidate_steps,
  :candidate_status,
  :inference_containers,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason)
  include Aws::Structure
end

#final_auto_ml_job_objective_metric ⇒ Types::FinalAutoMLJobObjectiveMetric

The candidate result from a job.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 903

class AutoMLCandidate < Struct.new(
  :candidate_name,
  :final_auto_ml_job_objective_metric,
  :objective_status,
  :candidate_steps,
  :candidate_status,
  :inference_containers,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason)
  include Aws::Structure
end

#inference_containers ⇒ Array<Types::AutoMLContainerDefinition>

The inference containers.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 903

class AutoMLCandidate < Struct.new(
  :candidate_name,
  :final_auto_ml_job_objective_metric,
  :objective_status,
  :candidate_steps,
  :candidate_status,
  :inference_containers,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason)
  include Aws::Structure
end

#last_modified_time ⇒ Time

The last modified time.

Returns:

  • (Time) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 903

class AutoMLCandidate < Struct.new(
  :candidate_name,
  :final_auto_ml_job_objective_metric,
  :objective_status,
  :candidate_steps,
  :candidate_status,
  :inference_containers,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason)
  include Aws::Structure
end

#objective_status ⇒ String

The objective status.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 903

class AutoMLCandidate < Struct.new(
  :candidate_name,
  :final_auto_ml_job_objective_metric,
  :objective_status,
  :candidate_steps,
  :candidate_status,
  :inference_containers,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason)
  include Aws::Structure
end