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azure-machine-learning-service

How can I generate prediction intervals for Azure AutoML timeseries forecasts?


Is it possible to generate prediction intervals for time series forecasts when using a Azure AutoML trained models? Could we get the training errors out of the process and use them for bootstrapping?


Solution

  • You can generate forecast quantiles. See the following notebook for more details: https://github.com/Azure/MachineLearningNotebooks/blob/master/how-to-use-azureml/automated-machine-learning/forecasting-forecast-function/auto-ml-forecasting-function.ipynb