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

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::AutoMLCandidate

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.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #candidate_name ⇒ String

  The name of the candidate.

• #candidate_properties ⇒ Types::CandidateProperties

  The properties of an AutoML candidate job.

• #candidate_status ⇒ String

  The candidate's status.

• #candidate_steps ⇒ Array<Types::AutoMLCandidateStep>

  Information about the candidate's steps.

• #creation_time ⇒ Time

  The creation time.

• #end_time ⇒ Time

  The end time.

• #failure_reason ⇒ String

  The failure reason.

• #final_auto_ml_job_objective_metric ⇒ Types::FinalAutoMLJobObjectiveMetric

  The best candidate result from an AutoML training job.

• #inference_containers ⇒ Array<Types::AutoMLContainerDefinition>

  Information about the inference container definitions.

• #last_modified_time ⇒ Time

  The last modified time.

• #objective_status ⇒ String

  The objective's status.

Instance Attribute Details

#candidate_name ⇒ String

The name of the candidate.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1694

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_properties ⇒ Types::CandidateProperties

The properties of an AutoML candidate job.

Returns:

• (Types::CandidateProperties)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1694

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_status ⇒ String

The candidate's status.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1694

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_steps ⇒ Array<Types::AutoMLCandidateStep>

Information about the candidate's steps.

Returns:

• (Array<Types::AutoMLCandidateStep>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1694

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_time ⇒ Time

The creation time.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1694

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_time ⇒ Time

The end time.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1694

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_reason ⇒ String

The failure reason.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1694

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_metric ⇒ Types::FinalAutoMLJobObjectiveMetric

The best candidate result from an AutoML training job.

Returns:

• (Types::FinalAutoMLJobObjectiveMetric)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1694

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_containers ⇒ Array<Types::AutoMLContainerDefinition>

Information about the inference container definitions.

Returns:

• (Array<Types::AutoMLContainerDefinition>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1694

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_time ⇒ Time

The last modified time.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1694

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_status ⇒ String

The objective's status.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1694

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