RESUMO
A speedy and accurate diagnosis of COVID-19 is made possible by effective SARS-Co V -2 screening, which can also lessen the strain on health care systems. There have been built prediction models that assess the likelihood of infection by combining a number of parameters. These are intended to help medical professionals worldwide prioritize patients, particularly when there are few healthcare resources available. From a dataset of 51,831 tested people, out of which 4,769 were confirmed to have COVID-19 virus, a machine learning method was developed and trained. Records of the following week with 47,401 tested people, of which 3,624 were tested positive was also considered. Our method accurately predicted the COVID-19 test results using eight binary characteristics, including gender, age 60, known contact with an infected person, and the presence of five early clinical signs. © 2023 IEEE.
RESUMO
Pump sets come under the essential commodities category, having huge market in India and across globe. The Pump industry is the oldest growing industry in the city of Coimbatore, which contributes substantially to Coimbatore’s GDP. Tamilnadu and Gujarat are the major pump manufacturing states in India. Coimbatore of Tamilnadu is called the ‘Pump City of India’ and it is home to all the leading pump brands like Aqua Pumps, Yathi Pumps, C R I Pumps, Texmo Pumps, KSB Pumps, Deccan Pumps and so on. Covid-19 has created significant impact on the industry;however, the pump industry is gradually regaining its demand. This study gives focus on the study of problems faced by the pump industry, the prospects and future of the industry.