{"title":"基于机器学习技术的COVID - 19分析与预测","authors":"Supriya Raheja, Shaswat Datta","doi":"10.1002/9781119769088.ch3","DOIUrl":null,"url":null,"abstract":"This paper presents an analysis and prediction of COVID-19 data using machine learning techniques. The present work discusses different machine learning techniques namely linear regression, logistic regression, random forest, and decision tree. The outbreak COVID-19 has attracted the attention of all researchers only on the corona virus. To focus on COVID-19, the present study attempts to analyze COVID-19 data using all machine learning techniques. The work also introduced a decision-making process for further prediction. The techniques are compared with respect to accuracy of prediction. © 2021 Scrivener Publishing LLC.","PeriodicalId":207943,"journal":{"name":"Enabling Healthcare 4.0 for Pandemics","volume":"4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Analysis and Prediction on COVID‐19 Using Machine Learning Techniques\",\"authors\":\"Supriya Raheja, Shaswat Datta\",\"doi\":\"10.1002/9781119769088.ch3\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents an analysis and prediction of COVID-19 data using machine learning techniques. The present work discusses different machine learning techniques namely linear regression, logistic regression, random forest, and decision tree. The outbreak COVID-19 has attracted the attention of all researchers only on the corona virus. To focus on COVID-19, the present study attempts to analyze COVID-19 data using all machine learning techniques. The work also introduced a decision-making process for further prediction. The techniques are compared with respect to accuracy of prediction. © 2021 Scrivener Publishing LLC.\",\"PeriodicalId\":207943,\"journal\":{\"name\":\"Enabling Healthcare 4.0 for Pandemics\",\"volume\":\"4 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-09-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Enabling Healthcare 4.0 for Pandemics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1002/9781119769088.ch3\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Enabling Healthcare 4.0 for Pandemics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1002/9781119769088.ch3","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0