Explanatory AI Predicts the Diet Adopted Based on Nutritional and Lifestyle Habits in the Spanish Population

Explanatory AI Predicts the Diet Adopted Based on Nutritional and Lifestyle Habits in the Spanish Population

This study used Explainable Artificial Intelligence (XAI) with SHapley Additive exPlanations (SHAP) to examine dietary and lifestyle habits in the Spanish population and identify key diet predictors. A cross-sectional design was used, employing the validated NutSo-HH scale to gather data on nutritio...

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Bibliographic Details
Main Authors: Elena Sandri, Germán Cerdá Olmedo, Michela Piredda, Lisa Ursula Werner, Vincenzo Dentamaro
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:European Journal of Investigation in Health, Psychology and Education
Subjects:
machine learning
deep learning
diet
food
and nutrition
healthy lifestyle
Online Access:https://www.mdpi.com/2254-9625/15/2/11
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