Feature importance for estimating rating of perceived exertion from cardiorespiratory signals using machine learning

IntroductionThe purpose of this study is to investigate the importance of respiratory features, relative to heart rate (HR), when estimating rating of perceived exertion (RPE) using machine learning models.MethodsA total of 20 participants aged 18 to 43 were recruited to carry out Yo-Yo level-1 inte...

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Main Authors: Runbei Cheng (Author), Phoebe Haste (Author), Elyse Levens (Author), Jeroen Bergmann (Author)
Format: Book
Published: Frontiers Media S.A., 2024-09-01T00:00:00Z.
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