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Machine Learning Models for Classifying Physical Activity in Free-Living Preschool Children

Machine learning (ML) activity classification models trained on laboratory-based activity trials exhibit low accuracy under free-living conditions. Training new models on free-living accelerometer data, reducing the number of prediction windows comprised of multiple activity types by using shorter w...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Ahmadi, Matthew N., Pavey, Toby G., Trost, Stewart G.
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7472058/
https://ncbi.nlm.nih.gov/pubmed/32764316
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s20164364
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