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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
Principais autores: Hendrio Bragança, Juan G. Colonna, Horácio A. B. F. Oliveira, Eduardo Souto
Formato: Artigo
Idioma:Inglês
Publicado: MDPI AG 2022-03-01
Series:Sensors
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Acceso en liña:https://www.mdpi.com/1424-8220/22/6/2360
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