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Statistical and Machine Learning forecasting methods: Concerns and ways forward

Machine Learning (ML) methods have been proposed in the academic literature as alternatives to statistical ones for time series forecasting. Yet, scant evidence is available about their relative performance in terms of accuracy and computational requirements. The purpose of this paper is to evaluate...

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Vydáno v:PLoS One
Hlavní autoři: Makridakis, Spyros, Spiliotis, Evangelos, Assimakopoulos, Vassilios
Médium: Artigo
Jazyk:Inglês
Vydáno: Public Library of Science 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5870978/
https://ncbi.nlm.nih.gov/pubmed/29584784
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0194889
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