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How Validation Methodology Influences Human Activity Recognition Mobile Systems

In this article, we introduce explainable methods to understand how Human Activity Recognition (HAR) mobile systems perform based on the chosen validation strategies. Our results introduce a new way to discover potential bias problems that overestimate the prediction accuracy of an algorithm because...

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Detalles Bibliográficos
Autores principales:	Bragança, Hendrio, Colonna, Juan G., Oliveira, Horácio A. B. F., Souto, Eduardo
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8954513/ https://www.ncbi.nlm.nih.gov/pubmed/35336529 http://dx.doi.org/10.3390/s22062360

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