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Air pollution Prediction Using Machine learning Algorithms - Review

Author(s):

Lodh Satish , Shree LR Tiwari College of Engineering; Singh Vinay, Shree LR Tiwari College of Engineering; Maurya Ankit, Shree LR Tiwari College of Engineering; Joshi Mayur, Shree LR Tiwari College of Engineering

Keywords:

Machine Learning, Air Pollution

Abstract

A air quality of India by using machine learning to predict the air quality index of a given area. Many efforts from both local and state government are done in order to understand and predict air quality index aiming improved public health. In predicting the air pollution we also found out those meteorological factors largely affects the air pollution. So, in our study, we also consider some meteorological factors to predict the pollution of air like Temperature, Minimum Temperature, Maximum Temperature, Wind speed and Relative Humidity and several other features. this paper is one scientific contribution towards this challenge. We compare two simple machine learning algorithms support vector machines and random forest. We compare two simple machine learning algorithms like support vector machines and Random Forest.

Other Details

Paper ID: IJSRDV8I110018
Published in: Volume : 8, Issue : 11
Publication Date: 01/02/2021
Page(s): 43-45

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