Table 7.

Regression accuracies of CNN algorithms to predict the mixing time remaining of the honey-water blending process.

CNNs	Time Domain Input (R2)			CWT Input (R2)
Dropout layer probability	Non-central	Central	Combined	Non-central	Central	Combined
0	0.825	0.936	0.975	0.786	0.866	0.950
0.1	0.828	0.943	0.974	0.790	0.869	0.955
0.3	0.827	0.933	0.974	0.793	0.869	0.951
0.5	0.828	0.932	0.977	0.789	0.866	0.949