FORECASTING OF AIR POLLUTION USING RANDOM FOREST ALGORITHM
S.Sandhiya
, E.Thenmozhi , Harsha Vardini G , Kirthana P , Niranjana SR
SMLT, Machine Learning Algorithms, Illnesses, Urban areas, Dangerous impacts
Due to mortal conditioning, industrialization, and urbanization, air pollution has come a life- hanging factor in numerous countries around the world. Among air adulterants, Particulate Matter causes colorful ails similar as respiratory tract and cardiovascular conditions. Hence, it's necessary to directly prognosticate the air pollution attention to help the citizens from the dangerous impact of air pollution beforehand. The variation of air pollution depends on a variety of factors, similar as meteorology and the attention of other adulterants in civic areas. The end is to probe machine literacy- grounded ways for the vaticination of air pollution results with the stylish delicacy. The analysis of the dataset by supervised machine learning fashion( SMLT) captures several information like variable identification and analysis ways like univariate analysis,bi-variate, and multivariate analysis. Compare and bandy the performance of colorful machine learning algorithms from the given pollution dataset with evaluation ways.
" FORECASTING OF AIR POLLUTION USING RANDOM FOREST ALGORITHM", TIJER - TIJER - INTERNATIONAL RESEARCH JOURNAL (www.TIJER.org), ISSN:2349-9249, Vol.11, Issue 2, page no.99-104, February-2024, Available :https://tijer.org/TIJER/papers/TIJERB001015.pdf
Volume 11
Issue 2,
February-2024
Pages : 99-104
Paper Reg. ID: TIJER_150947
Published Paper Id: TIJERB001015
Downloads: 000281
Research Area: Science and Technology
Country: Thiruvallur, TamilNadu, India
ISSN: 2349-9249 | IMPACT FACTOR: 8.57 Calculated By Google Scholar | ESTD YEAR: 2014
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.57 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
Publisher: TIJER (IJ Publication) Janvi Wave
