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Exploring the Impact of Physical Activity Metrics on Calorie Consumption: A Machine Learning Approach Combined with SHAP Analysis

Abstract Rising global obesity necessitates precise, personalized management of energy balance. While machine learning effectively handles complex physiological data, traditional “black-box” models lack the transparency needed to understand how specific behaviors impact metabolic outcomes. This opac...

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Detaylı Bibliyografya
Asıl Yazarlar: Song Lin, Ying Zhang
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Nature Portfolio 2026-02-01
Seri Bilgileri:Scientific Reports
Konular:
Online Erişim:https://doi.org/10.1038/s41598-026-40830-x
Etiketler: Etiketle
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