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

Table 6

Hyperparameter estimation of SIR-F model.

Sl. No	Start	End	ODE	Rho	Sigma	Rt	1/beta (day)	1/gamma (day)	RMSLE	Trials	Theta	Kappa	Alpha1	1/alpha2 (day)
1st	06 May 2020	12 May 2020	SIR-F	0.06916	0.04864	1.41	14	20	0.02435	234	0.00089	0.00036	0.001	2748
2nd	13 May 2020	23 May 2020	SIR-F	0.08907	0.06946	1.28	11	14	0.06279	164	0.00186	0.00018	0.002	5444
3rd	24 May 2020	30 May 2020	SIR-F	0.06831	0.10052	0.67	14	9	0.03131	158	0.00113	0.00065	0.001	1529
4th	31 May 2020	10 Jun 2020	SIR-F	0.09483	0.05649	1.65	10	17	0.08880	162	0.01801	0.00002	0.018	47464