Explainable AI analysis for smog rating prediction

Explainable AI analysis for smog rating prediction

Abstract Smog poses a direct threat to human health and the environment. Addressing this issue requires understanding how smog is formed. While major contributors include industries, fossil fuels, crop burning, and ammonia from fertilizers, vehicles play a significant role. Individually, a vehicle’s...

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Bibliographic Details
Main Authors: Yazeed Yasin Ghadi, Sheikh Muhammad Saqib, Tehseen Mazhar, Ahmad Almogren, Wajahat Waheed, Ayman Altameem, Habib Hamam
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
Subjects:
Machine learning
Random forest
Explainable boosting classifier
SMOTE
Explainable-AI
Online Access:https://doi.org/10.1038/s41598-025-92788-x
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https://doi.org/10.1038/s41598-025-92788-x

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