Table 11.

Regression accuracies of CNN algorithms to predict the mixing time remaining for the flour-water batter mixture.

CNNs	Time Domain Waveforms (R2)			CWT (R2)
Dropout layer probability	Sensor 1	Sensor 2	Combined	Sensor 1	Sensor 2	Combined
0	0.961	0.976	0.975	0.945	0.920	0.958
0.1	0.962	0.973	0.980	0.944	0.922	0.962
0.3	0.959	0.970	0.982	0.938	0.922	0.958
0.5	0.960	0.975	0.977	0.940	0.915	0.961