Forecasting Uncertainty with Linear Models like in Deep Learning

Incorporate into Prediction Intervals both Aleatoric and Epistemic Uncertainties

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Usually, applications in the machine learning industry don’t consider how to produce uncertainty estimates. In many real-world tasks, it’s not only required to make accurate predictions. Providing a confidence score on the…