{"title":"Risk factor analysis of COVID-19 with CART model","authors":"V. Deneshkumar, R. Jebitha, G. Jithu","doi":"10.47974/jsms-977","DOIUrl":null,"url":null,"abstract":"COVID-19 pandemic is presenting a great need for understanding the symptoms of people affected by the disease. The main objective of this work is implementation of CART methodology to determine the symptoms associated with COVID-19 disease. The decision tree demonstrates the classification route for detecting significant risk factors of COVID-19. The findings in this work will be helpful for medical decision makers and public health to prevent the spread of COVID-19.","PeriodicalId":160565,"journal":{"name":"Journal of Statistics & Management Systems","volume":"119 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Statistics & Management Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.47974/jsms-977","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
COVID-19 pandemic is presenting a great need for understanding the symptoms of people affected by the disease. The main objective of this work is implementation of CART methodology to determine the symptoms associated with COVID-19 disease. The decision tree demonstrates the classification route for detecting significant risk factors of COVID-19. The findings in this work will be helpful for medical decision makers and public health to prevent the spread of COVID-19.