Classification Prediction of PM<sub>10</sub> Concentration Using a Tree-Based Machine Learning Approach

Classification Prediction of PM<sub>10</sub> Concentration Using a Tree-Based Machine Learning Approach

The PM<sub>10</sub> prediction has received considerable attention due to its harmful effects on human health. Machine learning approaches have the potential to predict and classify future PM<sub>10</sub> concentrations accurately. Therefore, in this study, three machine lear...

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Bibliographic Details
Main Authors: Wan Nur Shaziayani, Ahmad Zia Ul-Saufie, Sofianita Mutalib, Norazian Mohamad Noor, Nazatul Syadia Zainordin
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Atmosphere
Subjects:
PM<sub>10</sub>
prediction
decision tree
boosted regression tree
random forest
Online Access:https://www.mdpi.com/2073-4433/13/4/538

Internet

https://www.mdpi.com/2073-4433/13/4/538

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