Authors :
Arnela Salkic; Nermina Durmic
Volume/Issue :
Volume 5 - 2020, Issue 8 - August
Google Scholar :
http://bitly.ws/9nMw
Scribd :
https://bit.ly/3iOKTX3
DOI :
10.38124/IJISRT20AUG180
Abstract :
Aim of this paper is to give insight in Covid
19 data and to try to predict whether individual person
will recover from this virus. Furthermore, this paper
aims to give some answers how information like the
country, the age, and the gender of the patient, the
number of cases in their country and whether they’re
from or have visited Wuhan can be used to make that
prediction. Study uses Novel Corona Virus (COVID-19)
epidemiological dataset. Logistic regression model and
Random Forest algorithm are used in order to make
prediction, and the Chi-Square test of independence is
used to determine if there is a significant relationship
between two nominal (categorical) variables. Paper
reveals that recovery/survival is supposed to depend on
the age of the patient, gender and country from which
patient come. Information whether the patient is from
Wuhan or has visited Wuhan does not affect
recovery/survival of patient.
Keywords :
Covid 19; Pandemic; Logistic Regression; Random Forest; Chi-Square Test.
Aim of this paper is to give insight in Covid
19 data and to try to predict whether individual person
will recover from this virus. Furthermore, this paper
aims to give some answers how information like the
country, the age, and the gender of the patient, the
number of cases in their country and whether they’re
from or have visited Wuhan can be used to make that
prediction. Study uses Novel Corona Virus (COVID-19)
epidemiological dataset. Logistic regression model and
Random Forest algorithm are used in order to make
prediction, and the Chi-Square test of independence is
used to determine if there is a significant relationship
between two nominal (categorical) variables. Paper
reveals that recovery/survival is supposed to depend on
the age of the patient, gender and country from which
patient come. Information whether the patient is from
Wuhan or has visited Wuhan does not affect
recovery/survival of patient.
Keywords :
Covid 19; Pandemic; Logistic Regression; Random Forest; Chi-Square Test.
