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.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#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.
1694 1695 1696 1697 1698 1699 1700 1701 1702 1703 1704 1705 1706 1707 1708 |
# 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.
1694 1695 1696 1697 1698 1699 1700 1701 1702 1703 1704 1705 1706 1707 1708 |
# 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.
1694 1695 1696 1697 1698 1699 1700 1701 1702 1703 1704 1705 1706 1707 1708 |
# 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.
1694 1695 1696 1697 1698 1699 1700 1701 1702 1703 1704 1705 1706 1707 1708 |
# 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.
1694 1695 1696 1697 1698 1699 1700 1701 1702 1703 1704 1705 1706 1707 1708 |
# 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.
1694 1695 1696 1697 1698 1699 1700 1701 1702 1703 1704 1705 1706 1707 1708 |
# 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.
1694 1695 1696 1697 1698 1699 1700 1701 1702 1703 1704 1705 1706 1707 1708 |
# 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.
1694 1695 1696 1697 1698 1699 1700 1701 1702 1703 1704 1705 1706 1707 1708 |
# 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.
1694 1695 1696 1697 1698 1699 1700 1701 1702 1703 1704 1705 1706 1707 1708 |
# 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.
1694 1695 1696 1697 1698 1699 1700 1701 1702 1703 1704 1705 1706 1707 1708 |
# 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.
1694 1695 1696 1697 1698 1699 1700 1701 1702 1703 1704 1705 1706 1707 1708 |
# 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 |