Table 4.

Hyper-parameters applied to CNN Models 1–4.

Input Parameter	RSP	HRV	RSP and HRV Frequency Domain	RSP and HRV Time Domain	RSP and HRV
Applied Model	CNN Model 1	CNN Model 2	CNN Model 2	CNN Model 3	CNN Model 4
Batch Size	64	16	32	32	16
Learning Rate	0.00001	0.0001	0.0001	0.0001	0.0001
Optimizer	Adam Optimizer
Cost Function	Cross Entropy