International Scientific Journal of Engineering and Management

An International Scholarly || Multidisciplinary || Open Access || Indexing in all major Database & Metadata
ISSN: 2583-6129

Impact Factor: 6.674

FUTURE FORECATING USING SUPERVISED MACHINE LEARNING MODELS COVID 19

  • Version
  • Download 5
  • File Size 540.69 KB
  • File Count 1
  • Create Date 6 May 2023
  • Last Updated 6 May 2023

FUTURE FORECATING USING SUPERVISED MACHINE LEARNING MODELS COVID 19

A.BHARATHI1, S.LAKSHMANRAM2 ,T.SUBASH3, S.SURESHKUMAR4,  P.PRASAD5,

1Associate Processor in Information Technology, Nandha Engineering College, Perundurai -638052, Erode District, TamilNadu, India.

2,3,4,5Students of Information Technology, Nandha Engineering College, Perundurai -638052, Erode District, TamilNadu, India.

ABSTRACT :The global proliferation of COVID-19 has placed mankind in danger. Because of the disease's high infectivity and transmissibility, the resources of some of the world's most powerful economies are being taxed. The capacity of machine learning algorithms can anticipate the number of forthcoming patients impacted by COVID-19, which is now regarded as a possible threat to humanity. In this work, four conventional forecasting models, least absolute shrinkage and selection operator (LR), were utilized to anticipate the COVID-19 hazardous elements. Each model makes three sorts of predictions: the number of newly infected cases, the number of fatalities, and the number of recoveries. However, in the cannot predict an exact outcome for the patients.To address the problem, the suggested technique employing LR predicts the number of COVID-19 cases in the following 30 days as well as the influence of preventative measures such as social isolation and lockout on the spread of COVID-19.


Download

Author's Blog

What is the difference between a Research Paper and a Review Paper?

A research paper and a review paper are both scholarly documents, but they serve different purposes and have different characteristics.research...
Read More
Author's Blog

What is DOI?

A Digital Object Identifier (DOI) is a unique alphanumeric string that is used to identify and provide a persistent link...
Read More
Author's Blog

What do you need to do during production of your Research Paper?

During the production of a research paper, the following steps need to be taken: conducting research, organizing and analyzing data,...
Read More
Author's Blog

What are the advantages of publishing a research paper?

Publishing a research paper can have many advantages for researchers, including: Career advancement, professional recognition, opportunities for collaboration, increased visibility,...
Read More
Author's Blog

Ways to Support your Academic Wellbeing which preparing the Research Paper/Article

To support your academic wellbeing while publishing a research paper, it's important to set realistic goals, manage your time effectively,...
Read More
Author's Blog

How to improve your Research Paper writing Skills?

Read extensively: One of the best ways to improve your research paper skills is to read extensively in your field...
Read More
Author's Blog

Is DOI compulsory to publish a research paper in a Journal?

DOI is not strictly required to publish a research paper, but it is highly recommended. Basically, the International Scientific Journal...
Read More
Author's Blog

In what ways does research paper give weight to career development?

Publishing a research paper can give weight to a researcher's career development in several ways, such as: establishing oneself as...
Read More
Author's Blog

How to develop a Research Paper from Scratch

Developing a research paper involves several steps including: choosing a topic, conducting background research, formulating a research question or hypothesis,...
Read More
Author's Blog

How Plagiarism report plays crucial role in Research Paper Publication?

Plagiarism is a major concern in the academic and research community, as it undermines the integrity of the research and...
Read More