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

Builder

Properties

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

dataPreProcessingConfiguration

var dataPreProcessingConfiguration: DataPreProcessingConfiguration?

The configuration is the TargetSamplingRate, which is the sampling rate of the data after post processing by Amazon Lookout for Equipment. For example, if you provide data that has been collected at a 1 second level and you want the system to resample the data at a 1 minute rate before training, the TargetSamplingRate is 1 minute.

datasetName

var datasetName: String?

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

datasetSchema

var datasetSchema: DatasetSchema?

The data schema for the machine learning model being created.

evaluationDataEndTime

var evaluationDataEndTime: Instant?

Indicates the time reference in the dataset that should be used to end the subset of evaluation data for the machine learning model.

evaluationDataStartTime

var evaluationDataStartTime: Instant?

Indicates the time reference in the dataset that should be used to begin the subset of evaluation data for the machine learning model.

labelsInputConfiguration

var labelsInputConfiguration: LabelsInputConfiguration?

The input configuration for the labels being used for the machine learning model that's being created.

modelDiagnosticsOutputConfiguration

var modelDiagnosticsOutputConfiguration: ModelDiagnosticsOutputConfiguration?

The Amazon S3 location where you want Amazon Lookout for Equipment to save the pointwise model diagnostics. You must also specify the RoleArn request parameter.

modelName

var modelName: String?

The name for the machine learning model to be created.

offCondition

var offCondition: String?

Indicates that the asset associated with this sensor has been shut off. As long as this condition is met, Lookout for Equipment will not use data from this asset for training, evaluation, or inference.

roleArn

var roleArn: String?

The Amazon Resource Name (ARN) of a role with permission to access the data source being used to create the machine learning model.

serverSideKmsKeyId

var serverSideKmsKeyId: String?

Provides the identifier of the KMS key used to encrypt model data by Amazon Lookout for Equipment.