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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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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Makridakis, Spyros, Spiliotis, Evangelos, Assimakopoulos, Vassilios
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2018
Assuntos:
Acesso em linha: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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