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Interpretable prediction of gross motor coordination in children aged 9–10 using machine learning and SHAP: the influence of physical fitness, basic coordination, and executive function

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Published in:PeerJ
Format: Online Article RSS Article
Published: 2026
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container_title PeerJ
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discipline_display Multidisciplinary
discipline_facet Multidisciplinary
format Online Article
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genre Journal Article
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publishDate 2026
publishDateSort 2026
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spellingShingle Interpretable prediction of gross motor coordination in children aged 9–10 using machine learning and SHAP: the influence of physical fitness, basic coordination, and executive function
Multidisciplinary
General
Multidisciplinary
sub_discipline_display General
sub_discipline_facet General
subject_display Multidisciplinary
General
Multidisciplinary
Multidisciplinary
General
Multidisciplinary
subject_facet Multidisciplinary
General
Multidisciplinary
title Interpretable prediction of gross motor coordination in children aged 9–10 using machine learning and SHAP: the influence of physical fitness, basic coordination, and executive function
title_auth Interpretable prediction of gross motor coordination in children aged 9–10 using machine learning and SHAP: the influence of physical fitness, basic coordination, and executive function
title_full Interpretable prediction of gross motor coordination in children aged 9–10 using machine learning and SHAP: the influence of physical fitness, basic coordination, and executive function
title_fullStr Interpretable prediction of gross motor coordination in children aged 9–10 using machine learning and SHAP: the influence of physical fitness, basic coordination, and executive function
title_full_unstemmed Interpretable prediction of gross motor coordination in children aged 9–10 using machine learning and SHAP: the influence of physical fitness, basic coordination, and executive function
title_short Interpretable prediction of gross motor coordination in children aged 9–10 using machine learning and SHAP: the influence of physical fitness, basic coordination, and executive function
title_sort interpretable prediction of gross motor coordination in children aged 9–10 using machine learning and shap: the influence of physical fitness, basic coordination, and executive function
topic Multidisciplinary
General
Multidisciplinary
url https://peerj.com/articles/20827