XAI-Enhanced Machine Learning for Obesity Risk Classification: A Stacking Approach With LIME Explanations

XAI-Enhanced Machine Learning for Obesity Risk Classification: A Stacking Approach With LIME Explanations

Obesity remains a critical global health challenge, necessitating early risk assessment to guide preventive measures and mitigate potential complications. While various research endeavors have explored obesity classification, many existing approaches lack reliability due to limited integration with...

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Bibliographic Details
Main Authors: Mohammad Azad, Md Faraz Kabir Khan, Sameh Abd El-Ghany
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Obesity
machine learning
stacking
explainable AI
Online Access:https://ieeexplore.ieee.org/document/10843688/
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https://ieeexplore.ieee.org/document/10843688/

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