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Support vector machines classifiers of physical activities in preschoolers

The goal of this study is to develop, test, and compare multinomial logistic regression (MLR) and support vector machines (SVM) in classifying preschool-aged children physical activity data acquired from an accelerometer. In this study, 69 children aged 3–5 years old were asked to participate in a s...

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Detalles Bibliográficos
Autores principales: Zhao, Wei, Adolph, Anne L, Puyau, Maurice R, Vohra, Firoz A, Butte, Nancy F, Zakeri, Issa F
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Blackwell Publishing Ltd 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3831935/
https://www.ncbi.nlm.nih.gov/pubmed/24303099
http://dx.doi.org/10.1002/phy2.6