AutoMLCandidate - Amazon SageMaker

AutoMLCandidate

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

Contents

CandidateName

The name of the candidate.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 64.

Required: Yes

CandidateProperties

The properties of an AutoML candidate job.

Type: CandidateProperties object

Required: No

CandidateStatus

The candidate's status.

Type: String

Valid Values: Completed | InProgress | Failed | Stopped | Stopping

Required: Yes

CandidateSteps

Information about the candidate's steps.

Type: Array of AutoMLCandidateStep objects

Required: Yes

CreationTime

The creation time.

Type: Timestamp

Required: Yes

EndTime

The end time.

Type: Timestamp

Required: No

FailureReason

The failure reason.

Type: String

Length Constraints: Maximum length of 1024.

Required: No

FinalAutoMLJobObjectiveMetric

The best candidate result from an AutoML training job.

Type: FinalAutoMLJobObjectiveMetric object

Required: No

InferenceContainers

Information about the inference container definitions.

Type: Array of AutoMLContainerDefinition objects

Array Members: Maximum number of 5 items.

Required: No

LastModifiedTime

The last modified time.

Type: Timestamp

Required: Yes

ObjectiveStatus

The objective's status.

Type: String

Valid Values: Succeeded | Pending | Failed

Required: Yes

See Also

For more information about using this API in one of the language-specific AWS SDKs, see the following: