Optimized machine learning model for air quality index prediction in major cities in India

Optimized machine learning model for air quality index prediction in major cities in India

Abstract Industrial advancements and utilization of large amount of fossil fuels, vehicle pollution, and other calamities increases the Air Quality Index (AQI) of major cities in a drastic manner. Major cities AQI analysis is essential so that the government can take proper preventive, proactive mea...

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Bibliographic Details
Main Authors: Suresh Kumar Natarajan, Prakash Shanmurthy, Daniel Arockiam, Balamurugan Balusamy, Shitharth Selvarajan
Format: Article
Language:English
Published: Nature Portfolio 2024-03-01
Series:Scientific Reports
Subjects:
Air pollution
Air quality index
Machine learning
Optimization algorithm
Grey-wolf optimization
Decision tree regression
Online Access:https://doi.org/10.1038/s41598-024-54807-1

Internet

https://doi.org/10.1038/s41598-024-54807-1

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