Impact of Weather Predictions on COVID-19 Infection Rate by Using Deep Learning Models

Table 4

Summary of active ANNs.

Sr. no.	Network name	Training error	Testing error	Validation error	Training algo	Error function	Hidden activation	Output activation
1	MLP 311-4-2	0.257721	0.186255	0.352389	BFGS 15	SOS	Identity	Logistic
2	MLP 311-13-2	0.262678	0.188489	0.355647	BFGS 17	SOS	Identity	Logistic
3	MLP 311-11-2	0.270256	0.176563	0.357792	BFGS 17	SOS	Identity	Logistic
4	MLP 311-8-2	0.241062	0.167450	0.338462	BFGS 40	SOS	Exponential	Identity
5	MLP 311-4-2	0.250234	0.171067	0.344720	BFGS 35	SOS	Exponential	Identity