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  2. Volume 7, Issue 7
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Online ISSN: 2515-8260

Volume7, Issue7

A Study On Covid-19 Data Of India, Andhra Pradesh And Telangana Using Machine Learning Algorithms

    K.L.S. Soujanya Challa Madhavi Latha N. Sandeep Chaitanya

European Journal of Molecular & Clinical Medicine, 2020, Volume 7, Issue 7, Pages 371-380

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Abstract

The epidemic of Covid-19 has created a disastrous situation around the globe. The spread of Covid-19 is drastically increasing day by day. Machine learning is one of the efficient tools to track the outbreak of the disease, forecast the probable confirmed and death cases as well as the fatality rate. This study applies multiple regression analysis which is one of the supervised machine learning algorithms to analyze and forecast the fatality rate. The study was conducted to predict the spread of Covid-19 in areas of Telangana, Andhra Pradesh, and India. R-Square (R2), Mean square error (MSE), Root mean square error (RSME) and Mean absolute error (MAE) are the main measures used to predict the accuracy of the algorithm. The results reveal that the case fatality rate is higher in Telangana compared to Andhra Pradesh and India, and more diseased cases are observed in Andhra Pradesh. The study was conducted with the available data; if sufficient data is available then the more precise predictions could be possible using multiple regression analysis.
Keywords:
    Regression Analysis COVID_19 Mean square error Mean absolute error Machine Learning Algorithms disease
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(2020). A Study On Covid-19 Data Of India, Andhra Pradesh And Telangana Using Machine Learning Algorithms. European Journal of Molecular & Clinical Medicine, 7(7), 371-380.
K.L.S. Soujanya; Challa Madhavi Latha; N. Sandeep Chaitanya. "A Study On Covid-19 Data Of India, Andhra Pradesh And Telangana Using Machine Learning Algorithms". European Journal of Molecular & Clinical Medicine, 7, 7, 2020, 371-380.
(2020). 'A Study On Covid-19 Data Of India, Andhra Pradesh And Telangana Using Machine Learning Algorithms', European Journal of Molecular & Clinical Medicine, 7(7), pp. 371-380.
A Study On Covid-19 Data Of India, Andhra Pradesh And Telangana Using Machine Learning Algorithms. European Journal of Molecular & Clinical Medicine, 2020; 7(7): 371-380.
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