The use of logistic regression method in data classification with ‎practical application of Covid-19 patients in Nasiriya General ‎Hospital

Abstract

This research deals with the study of binary logistic regression method for ‎classifying data for Covid-19 patients, Covid disease is one of the largest ‎health problem that swept the world at the present time, causing many ‎economic problems in the world, as the research aims to know the correct ‎classification of the influencing factors and to demonstrate the accuracy of ‎the method in the classification, as data for Covid-19 patients were used in ‎the Nasiriya General Hospital in Dhi Qar, several criteria were relied on, the ‎most important of which is the correct classification ratio of the ‎observations to indicate the performance and efficiency of the method used. ‎The Maximum Likelihood Estimation and Weighted Least Squares methods ‎were also used to estimate the parameters, the obtained results showed that ‎the logistic regression method performed well in the accuracy of the correct ‎classification of observation. ‎