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

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

Overview

Information about a candidate produced by an AutoML training job, including its status, steps, and other properties.

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#candidate_nameString

The name of the candidate.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2035

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,
  :candidate_properties)
  SENSITIVE = []
  include Aws::Structure
end

#candidate_propertiesTypes::CandidateProperties

The properties of an AutoML candidate job.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2035

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,
  :candidate_properties)
  SENSITIVE = []
  include Aws::Structure
end

#candidate_statusString

The candidate's status.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2035

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,
  :candidate_properties)
  SENSITIVE = []
  include Aws::Structure
end

#candidate_stepsArray<Types::AutoMLCandidateStep>

Information about the candidate's steps.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2035

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,
  :candidate_properties)
  SENSITIVE = []
  include Aws::Structure
end

#creation_timeTime

The creation time.

Returns:

  • (Time)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2035

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,
  :candidate_properties)
  SENSITIVE = []
  include Aws::Structure
end

#end_timeTime

The end time.

Returns:

  • (Time)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2035

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,
  :candidate_properties)
  SENSITIVE = []
  include Aws::Structure
end

#failure_reasonString

The failure reason.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2035

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,
  :candidate_properties)
  SENSITIVE = []
  include Aws::Structure
end

#final_auto_ml_job_objective_metricTypes::FinalAutoMLJobObjectiveMetric

The best candidate result from an AutoML training job.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2035

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,
  :candidate_properties)
  SENSITIVE = []
  include Aws::Structure
end

#inference_containersArray<Types::AutoMLContainerDefinition>

Information about the inference container definitions.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2035

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,
  :candidate_properties)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_timeTime

The last modified time.

Returns:

  • (Time)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2035

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,
  :candidate_properties)
  SENSITIVE = []
  include Aws::Structure
end

#objective_statusString

The objective's status.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2035

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,
  :candidate_properties)
  SENSITIVE = []
  include Aws::Structure
end