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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
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Paper Title
SURVEY PAPER ON DIFFERENT TYPES OF PREDICTION ALGORITHM FOR AIR QUALITY INDEX AND COMPARATIVE STUDY ON TYPES OF ALGORITHMS USED
Authors
Diana George, Jayakrishnan.R, Sam G.Benjamin, ManoLekshmi.I
Keywords
Machine Learning, Prediction, Classification Technique, Decision Tree, Accuracy,Random forest.
Abstract
Air pollution is considered to be a major concern of the day.Many researches has been demonstrated on various fields on regarding air pollution and seeking a stable solution for the problem.Early prediction of air quality and to make it avail and aware to the society being an important aspect.This survey paper present about various machine learning algorithms for Air Quality Index Prediction and in-depth analysis of most relevant machine leaning algorithms available on the literature survey .The discussed techniques are Neural Networks, fuzzy a system, Support Vector Machine, Support Vector Machine for regression, fuzzy logic, Decision Trees, K-Nearest Neighbor,Naive Bayes,Random forest and Decision Trees.We are working on the algorithm with best accuracy.This will help the Government ,environmentalist and the general public to make the plans best.
IJCRT's Publication Details
Unique Identification Number - IJCRT2106197
Paper ID - 208560
Page Number(s) - b557-b562
Pubished in - Volume 9 | Issue 6 | June 2021
DOI (Digital Object Identifier) -
Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Diana George, Jayakrishnan.R, Sam G.Benjamin, ManoLekshmi.I, "SURVEY PAPER ON DIFFERENT TYPES OF PREDICTION ALGORITHM FOR AIR QUALITY INDEX AND COMPARATIVE STUDY ON TYPES OF ALGORITHMS USED", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.9, Issue 6, pp.b557-b562, June 2021, Available at :http://www.ijcrt.org/papers/IJCRT2106197.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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