Search Results for author: Ceire Costello

Found 1 papers, 0 papers with code

A unified machine learning approach to time series forecasting applied to demand at emergency departments

no code implementations13 Jul 2020 Michaela A. C. Vollmer, Ben Glampson, Thomas A. Mellan, Swapnil Mishra, Luca Mercuri, Ceire Costello, Robert Klaber, Graham Cooke, Seth Flaxman, Samir Bhatt

We find that linear models often outperform machine learning methods and that the quality of our predictions for any of the forecasting horizons of 1, 3 or 7 days are comparable as measured in MAE.

BIG-bench Machine Learning Time Series +1

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