Measuring and Preventing COVID-19 Using the SIR Model and Machine Learning in Smart Health Care

Table 5

Hyperparameter estimation of the basic SIR model.

	Start	End	Population	ODE	Rho	Sigma	tau min		1/beta (day)	1/gamma (day)	RMSLE	Trials
1st	10 May 2020	18 May 2020	32,94  M	SIR	0.07831	0.07383	1440	1.06	12	13	0.02243	85
2nd	19 May 2020	25 May 2020	32,94  M	SIR	0.08977	0.08436	1440	1.06	11	11	0.00902	84
3rd	26 May 2020	02 Jun 2020	32,94  M	SIR	0.06981	0.10682	1440	0.65	14	9	0.01957	85
4th	03 Jun 2020	10 Jun 2020	32,94  M	SIR	0.10942	0.05181	1440	2.11	9	19	0.00816	85