AI-enabled COVID-9 Outbreak Analysis and Prediction: Indian States vs. Union Territories
نویسندگان
چکیده
The COVID-19 disease has already spread to more than 213 countries and territories with infected (confirmed) cases of 27 million people throughout the world so far, while numbers keep increasing. In India, this deadly was first detected on January 30, 2020, in a student Kerala who returned from Wuhan. Because India’s high population density, different cultures, diversity, it is good idea have separate analysis each state. Hence, paper focuses comprehensive effect Indian states Union Territories development regression model predict number discharge patients deaths performance proposed prediction framework determined by using three machine learning algorithms, namely Polynomial Regression (PR), Decision Tree Regression, Random Forest (RF) Regression. results show comparative union having 1000 cases, trained validated testing further dates. evaluated RMSE metrics. that an value 0.08, shows best discharged patients. contrast, case deaths, 0.14, better other techniques.
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ژورنال
عنوان ژورنال: Computers, materials & continua
سال: 2021
ISSN: ['1546-2218', '1546-2226']
DOI: https://doi.org/10.32604/cmc.2021.014221