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 | StoppingRequired: 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 | FailedRequired: Yes
See Also
For more information about using this API in one of the language-specific Amazon SDKs, see the following: