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Machine Learning Techniques for Prediction of Early Childhood Obesity

OBJECTIVES: This paper aims to predict childhood obesity after age two, using only data collected prior to the second birthday by a clinical decision support system called CHICA. METHODS: Analyses of six different machine learning methods: RandomTree, RandomForest, J48, ID3, Naïve Bayes, and Bayes t...

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Detalhes bibliográficos
Publicado no:Appl Clin Inform
Main Authors: Dugan, T. M., Mukhopadhyay, S., Carroll, A., Downs, S.
Formato: Artigo
Idioma:Inglês
Publicado em: Schattauer 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4586339/
https://ncbi.nlm.nih.gov/pubmed/26448795
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.4338/ACI-2015-03-RA-0036
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