On Leveraging Machine Learning in Sport Science in the Hypothetico-deductive Framework

Abstract Supervised machine learning (ML) offers an exciting suite of algorithms that could benefit research in sport science. In principle, supervised ML approaches were designed for pure prediction, as opposed to explanation, leading to a rise in powerful, but opaque, algorithms. Recently, two sub...

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Bibliographic Details
Main Authors: Jordan Rodu, Alexandra F. DeJong Lempke, Natalie Kupperman, Jay Hertel
Format: Article
Language:English
Published: SpringerOpen 2024-11-01
Series:Sports Medicine - Open
Online Access:https://doi.org/10.1186/s40798-024-00788-4
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