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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| Principais autores: | , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Nature Portfolio
2026-02-01
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| coleção: | Scientific Reports |
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| Acesso em linha: | https://doi.org/10.1038/s41598-026-40830-x |
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