CmdID

CmdID / aws / aws forecast

aws forecast create-predictor

This operation creates a legacy predictor that does not include all the predictor functionalities provided by Amazon Forecast. AWS CLI reference

15 options Its page in the AWS CLI reference

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Options

15 in the AWS CLI reference
--algorithm-arnThe Amazon Resource Name (ARN) of the algorithm to use for model training.
--auto-ml-override-strategyThe LatencyOptimized AutoML override strategy is only available in private beta.
--encryption-configAn Key Management Service (KMS) key and the Identity and Access Management (IAM) role that Amazon Forecast can assume to access the key.
--evaluation-parametersUsed to override the default evaluation parameters of the specified algorithm.
--featurization-configThe featurization configuration.
--forecast-horizonSpecifies the number of time-steps that the model is trained to predict.
--forecast-typesSpecifies the forecast types used to train a predictor.
--hpo-configProvides hyperparameter override values for the algorithm.
--input-data-configDescribes the dataset group that contains the data to use to train the predictor.
--optimization-metricThe accuracy metric used to optimize the predictor.
--perform-auto-mlWhether to perform AutoML.
--perform-hpoWhether to perform hyperparameter optimization (HPO).
--predictor-nameA name for the predictor.
--tagsThe optional metadata that you apply to the predictor to help you categorize and organize them.
--training-parametersThe hyperparameters to override for model training.