lookoutequipment/aws.sdk.kotlin.services.lookoutequipment.model/ModelSummary/Builder

Builder

Properties

The model version that the inference scheduler uses to run an inference execution.

The Amazon Resource Name (ARN) of the model version that is set as active. The active model version is the model version that the inference scheduler uses to run an inference execution.

createdAt

var createdAt: Instant?

The time at which the specific model was created.

datasetArn

var datasetArn: String?

The Amazon Resource Name (ARN) of the dataset used to create the model.

datasetName

var datasetName: String?

The name of the dataset being used for the machine learning model.

latestScheduledRetrainingModelVersion

var latestScheduledRetrainingModelVersion: Long?

Indicates the most recent model version that was generated by retraining.

latestScheduledRetrainingStartTime

var latestScheduledRetrainingStartTime: Instant?

Indicates the start time of the most recent scheduled retraining run.

latestScheduledRetrainingStatus

var latestScheduledRetrainingStatus: ModelVersionStatus?

Indicates the status of the most recent scheduled retraining run.

modelArn

var modelArn: String?

The Amazon Resource Name (ARN) of the machine learning model.

modelDiagnosticsOutputConfiguration

var modelDiagnosticsOutputConfiguration: ModelDiagnosticsOutputConfiguration?

Output configuration information for the pointwise model diagnostics for an Amazon Lookout for Equipment model.

modelName

var modelName: String?

The name of the machine learning model.

modelQuality

var modelQuality: ModelQuality?

Provides a quality assessment for a model that uses labels. If Lookout for Equipment determines that the model quality is poor based on training metrics, the value is POOR_QUALITY_DETECTED. Otherwise, the value is QUALITY_THRESHOLD_MET.

nextScheduledRetrainingStartDate

var nextScheduledRetrainingStartDate: Instant?

Indicates the date that the next scheduled retraining run will start on. Lookout for Equipment truncates the time you provide to the nearest UTC day.

retrainingSchedulerStatus

var retrainingSchedulerStatus: RetrainingSchedulerStatus?

Indicates the status of the retraining scheduler.

status

var status: ModelStatus?

Indicates the status of the machine learning model.

Functions

modelDiagnosticsOutputConfiguration

fun modelDiagnosticsOutputConfiguration(block: ModelDiagnosticsOutputConfiguration.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.lookoutequipment.model.ModelDiagnosticsOutputConfiguration inside the given block