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Forecast evaluation for data scientists: common pitfalls and best practices

Recent trends in the Machine Learning (ML) and in particular Deep Learning (DL) domains have demonstrated that with the availability of massive amounts of time series, ML and DL techniques are competitive in time series forecasting. Nevertheless, the different forms of non-stationarities associated...

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Detalles Bibliográficos
Autores principales: Hewamalage, Hansika, Ackermann, Klaus, Bergmeir, Christoph
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9718476/
https://www.ncbi.nlm.nih.gov/pubmed/36504672
http://dx.doi.org/10.1007/s10618-022-00894-5