Develop a model to predict COVID testing results using predictor variables such as whether an individual has certain symptoms (i.e., cough, fever, sore throat, shortness of breath, and headache), age, sex, and whether the individual had contact with confirmed COVID cases. Discuss the predictive performance of your model and what other predictors may be included to improve the model.

 

Cough	Fever	Sore_Throat	Shortness_Of_Breath	Headache	Age_60_And_Above	Sex	Contact	Result
0	0	0	0	0	No	female	0	negative
0	0	0	0	0	No	female	0	negative
1	0	0	0	0	No	female	0	negative
0	0	0	0	0	No	male	0	negative
0	0	0	0	0	No	female	0	negative
1	0	0	0	0	Yes	female	1	negative
0	0	0	0	0	No	female	1	positive
0	0	0	0	0	No	male	1	positive
0	0	0	0	0	Yes	female	1	negative
0	0	0	0	0	No	male	0	negative
0	0	0	0	0	No	female	0	negative
0	0	0	0	0	Yes	male	0	negative
0	0	0	0	0	No	male	0	negative
0	0	0	0	0	No	female	0	negative
0	0	0	0	0	Yes	male	0	negative
0	0	0	0	0	No	male	0	negative
0	0	0	0	0	No	female	0	negative
0	0	0	0	0	No	female	0	negative
0	0	0	0	0	No	male	0	negative
0	0	0	0	0		female	0	negative
0	0	0	0	0	No	female	0	negative
0	0	0	0	0	No	female	0	positive
0	0	0	0	0	No	female	0	negative
0	0	0	0	0	No	female	0	negative
0	0	0	0	0	No	female	0	negative
0	0	0	0	0	No	female	0	negative
0	0	0	0	0	No	male	0	negative
0	0	0	0	0	No	female	1	positive
0	0	0	0	0	Yes	female	0	positive
0	0	0	0	0	No	female	0	negative