View source: R/lookoutequipment_operations.R
lookoutequipment_create_model | R Documentation |
Creates an ML model for data inference.
See https://www.paws-r-sdk.com/docs/lookoutequipment_create_model/ for full documentation.
lookoutequipment_create_model(
ModelName,
DatasetName,
DatasetSchema = NULL,
LabelsInputConfiguration = NULL,
ClientToken,
TrainingDataStartTime = NULL,
TrainingDataEndTime = NULL,
EvaluationDataStartTime = NULL,
EvaluationDataEndTime = NULL,
RoleArn = NULL,
DataPreProcessingConfiguration = NULL,
ServerSideKmsKeyId = NULL,
Tags = NULL,
OffCondition = NULL
)
ModelName |
[required] The name for the ML model to be created. |
DatasetName |
[required] The name of the dataset for the ML model being created. |
DatasetSchema |
The data schema for the ML model being created. |
LabelsInputConfiguration |
The input configuration for the labels being used for the ML model that's being created. |
ClientToken |
[required] A unique identifier for the request. If you do not set the client request token, Amazon Lookout for Equipment generates one. |
TrainingDataStartTime |
Indicates the time reference in the dataset that should be used to begin the subset of training data for the ML model. |
TrainingDataEndTime |
Indicates the time reference in the dataset that should be used to end the subset of training data for the ML model. |
EvaluationDataStartTime |
Indicates the time reference in the dataset that should be used to begin the subset of evaluation data for the ML model. |
EvaluationDataEndTime |
Indicates the time reference in the dataset that should be used to end the subset of evaluation data for the ML model. |
RoleArn |
The Amazon Resource Name (ARN) of a role with permission to access the data source being used to create the ML model. |
DataPreProcessingConfiguration |
The configuration is the When providing a value for the |
ServerSideKmsKeyId |
Provides the identifier of the KMS key used to encrypt model data by Amazon Lookout for Equipment. |
Tags |
Any tags associated with the ML model being created. |
OffCondition |
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. |
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