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Are anthropometric characteristics powerful markers to predict the Cooper Run Test? Actual Caucasian data.

Gianluca AzzaliMassimo BellatoMatteo GiuriatoVittoria Carnevale PellinoNicola LovecchioGabriele CeccarelliNicola Lovecchio
Published in: PeerJ (2023)
Our findings suggested that anthropometric characteristics are not powerful markers to predict Cooper Run Test results in a well-mixed, unpolarized and unbiased pool of middle school boys and girls. PE teachers and trainers should prefer endurance tests over the use of indirect formulas to predict performance.
Keyphrases
  • deep learning
  • machine learning
  • body composition
  • physical activity
  • skeletal muscle
  • high intensity
  • electronic health record
  • big data
  • african american