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

Builder

Properties

A unique identifier for the request. If you do not set the client request token, Amazon Lookout for Equipment generates one.

lookbackWindow

var lookbackWindow: String?

The number of past days of data that will be used for retraining.

modelName

var modelName: String?

The name of the model to add the retraining scheduler to.

promoteMode

var promoteMode: ModelPromoteMode?

Indicates how the service will use new models. In MANAGED mode, new models will automatically be used for inference if they have better performance than the current model. In MANUAL mode, the new models will not be used until they are manually activated.

retrainingFrequency

var retrainingFrequency: String?

This parameter uses the ISO 8601 standard to set the frequency at which you want retraining to occur in terms of Years, Months, and/or Days (note: other parameters like Time are not currently supported). The minimum value is 30 days (P30D) and the maximum value is 1 year (P1Y). For example, the following values are valid:

retrainingStartDate

var retrainingStartDate: Instant?

The start date for the retraining scheduler. Lookout for Equipment truncates the time you provide to the nearest UTC day.