Table 3.

Results of performance measures for machine learning models.

Model name	Type	Precision	Recall	F1-score	Accuracy
GNB	COVID19	99%	100%	100%	–
	Non-COVID19	99%	100%	99%	–
	Average	99.46%	100%	99.73%	99.73%
SVM	COVID19	99%	100%	100%	–
	Non-COVID19	99%	100%	99%	–
	Average	99.46%	100%	99.73%	99.73%
DT	COVID19	99%	98%	99%	–
	Non-COVID19	99%	98%	99%	–
	Average	99.46%	98.40%	98.93%	98.94%
LR	COVID19	99%	100%	100%	–
	Non-COVID19	99%	100%	99%	–
	Average	99.46%	100%	99.73%	99.73%
RF	COVID19	99%	100%	100%	–
	Non-COVID19	99%	100%	99%	–
	Average	99.46%	100%	99.73%	99.73%
Ensemble Learning	COVID19	99%	100%	100%	–
	Non-COVID19	99%	100%	99%	–
	Average	99.46%	100%	99.73%	99.73%