sagemaker/aws.sdk.kotlin.services.sagemaker.model/AutoMlCandidate

AutoMlCandidate

class AutoMlCandidate

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

Types

object Companion

Properties

val candidateName: String?

The name of the candidate.

candidateProperties

val candidateProperties: CandidateProperties?

The properties of an AutoML candidate job.

candidateStatus

val candidateStatus: CandidateStatus?

The candidate's status.

val candidateSteps: List<AutoMlCandidateStep>?

Information about the candidate's steps.

val creationTime: Instant?

The creation time.

val endTime: Instant?

The end time.

val failureReason: String?

The failure reason.

finalAutoMlJobObjectiveMetric

val finalAutoMlJobObjectiveMetric: FinalAutoMlJobObjectiveMetric?

The best candidate result from an AutoML training job.

inferenceContainerDefinitions

val inferenceContainerDefinitions: Map<AutoMlProcessingUnit, List<AutoMlContainerDefinition>>?

The mapping of all supported processing unit (CPU, GPU, etc...) to inference container definitions for the candidate. This field is populated for the AutoML jobs V2 (for example, for jobs created by calling CreateAutoMLJobV2) related to image or text classification problem types only.

inferenceContainers

val inferenceContainers: List<AutoMlContainerDefinition>?

Information about the recommended inference container definitions.

lastModifiedTime

val lastModifiedTime: Instant?

The last modified time.

objectiveStatus

val objectiveStatus: ObjectiveStatus?

The objective's status.

Functions

inline fun copy(block: AutoMlCandidate.Builder.() -> Unit = {}): AutoMlCandidate

open operator override fun equals(other: Any?): Boolean

open override fun hashCode(): Int

open override fun toString(): String