Identification of Athleticism and Sports Profiles Throughout Machine Learning Applied to Heart Rate Variability

Heart rate variability (HRV) is a non-invasive health and fitness indicator, and machine learning (ML) has emerged as a powerful tool for analysing large HRV datasets. This study aims to identify athletic characteristics using the HRV test and ML algorithms. Two models were developed: Model 1 (M1) c...

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Bibliographic Details

Published in:	Sports
Main Authors:	Tony Estrella, Lluis Capdevila
Format:	Article
Language:	English
Published:	MDPI AG 2025-01-01
Subjects:	heart rate variability machine learning athletes sport profiles team sports random forest
Online Access:	https://www.mdpi.com/2075-4663/13/2/30