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Model performance often takes center stage in machine learning. Yet behind every successful model is the data it relies on – a dynamic and evolving foundation that can make or break the accuracy of predictions.
For many data scientists and analysts, the first week of July was long blocked in the calendar. The 44th International Symposium on Forecasting (ISF), the leading event for forecasting professionals, was held in Dijon.
Trade strategies that incorporate probabilistic price forecasts offer a comprehensive view of uncertainty. This article reviews the advantages and qualities of probabilistic forecasts, then provides ways to apply conformal prediction.