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A random forest classifier for the prediction of energy expenditure and type of physical activity from wrist and hip accelerometers

Wrist accelerometers are being used in population level surveillance of physical activity (PA) but more research is needed to evaluate their validity for correctly classifying types of PA behavior and predicting energy expenditure (EE). In this study we compare accelerometers worn on the wrist and h...

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Detalhes bibliográficos
Publicado no:Physiol Meas
Main Authors: Ellis, Katherine, Kerr, Jacqueline, Godbole, Suneeta, Lanckriet, Gert, Wing, David, Marshall, Simon
Formato: Artigo
Idioma:Inglês
Publicado em: 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4374571/
https://ncbi.nlm.nih.gov/pubmed/25340969
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1088/0967-3334/35/11/2191
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