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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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Veröffentlicht in:Physiol Meas
Hauptverfasser: Ellis, Katherine, Kerr, Jacqueline, Godbole, Suneeta, Lanckriet, Gert, Wing, David, Marshall, Simon
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2014
Schlagworte:
Online Zugang: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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