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

• Үндсэн зохиолчид: Runbei Cheng (Зохиогч), Phoebe Haste (Зохиогч), Elyse Levens (Зохиогч), Jeroen Bergmann (Зохиогч)
• Формат: Ном
• Хэвлэсэн: Frontiers Media S.A., 2024-09-01T00:00:00Z.
• Нөхцлүүд: article
• Онлайн хандалт: Connect to this object online.

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...