UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 10 Issue 1
January-2023
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2301606


Registration ID:
509098

Page Number

g46-g51

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Title

Use of Machine leaning and mathematic for Structuring of Prediction Model: A Special Reference to Covid19

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Abstract

The COVID-19 pandemic has had a significant impact on the world, and the development of accurate prediction models has been crucial in managing the spread of the virus and planning for necessary medical resources. Machine learning and mathematical modeling have played an important role in structuring these prediction models by preprocessing and analyzing data, selecting and training models, and evaluating their performance. Some common machine learning algorithms and mathematical equations used for COVID-19 prediction models include the SEIR model, ARIMA, and random forest regression. By leveraging the power of machine learning and mathematics, researchers and healthcare professionals have been able to create accurate predictions of COVID-19 cases and plan for the necessary resources to manage the pandemic. Moving forward, the use of machine learning and mathematics will continue to be an important tool in managing pandemics and mitigating their impact.

Key Words

COVID-19, SEIR model, prediction models

Cite This Article

"Use of Machine leaning and mathematic for Structuring of Prediction Model: A Special Reference to Covid19", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.10, Issue 1, page no.g46-g51, January-2023, Available :http://www.jetir.org/papers/JETIR2301606.pdf

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2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Use of Machine leaning and mathematic for Structuring of Prediction Model: A Special Reference to Covid19", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.10, Issue 1, page no. ppg46-g51, January-2023, Available at : http://www.jetir.org/papers/JETIR2301606.pdf

Publication Details

Published Paper ID: JETIR2301606
Registration ID: 509098
Published In: Volume 10 | Issue 1 | Year January-2023
DOI (Digital Object Identifier):
Page No: g46-g51
Country: Ranchi, Ranchi, India .
Area: Mathematics
ISSN Number: 2349-5162
Publisher: IJ Publication


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