Air Quality Index and Air Pollutant Concentration Prediction Based on Machine Learning Algorithms

Air Quality Index and Air Pollutant Concentration Prediction Based on Machine Learning Algorithms

Air pollution has become an important environmental issue in recent decades. Forecasts of air quality play an important role in warning people about and controlling air pollution. We used support vector regression (SVR) and random forest regression (RFR) to build regression models for predicting the...

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Bibliographic Details
Main Authors: Huixiang Liu, Qing Li, Dongbing Yu, Yu Gu
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:Applied Sciences
Subjects:
aqi
air quality
air pollutant
random forest
support vector regression
Online Access:https://www.mdpi.com/2076-3417/9/19/4069

Internet

https://www.mdpi.com/2076-3417/9/19/4069

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