Prediction of Vehicle-induced Air Pollution based on Advanced Machine Learning Models

Prediction of Vehicle-induced Air Pollution based on Advanced Machine Learning Models

Vehicle-induced air pollution is an important issue in the 21st century, posing detrimental effects on human health. Prediction of vehicle-emitted air pollutants and evaluation of the diverse factors that contribute to them are of the utmost importance. This study employed advanced tree-based machin...

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Bibliographic Details
Main Authors: Caroline Matara, Simpson Osano, Amir Okeyo Yusuf, Elisha Ochungo Aketch
Format: Article
Language:English
Published: D. G. Pylarinos 2024-02-01
Series:Engineering, Technology & Applied Science Research
Subjects:
air pollutants
machine learning
SHAP analysis
Online Access:https://etasr.com/index.php/ETASR/article/view/6678

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