Table 9.

Classification accuracies of CNN algorithms to predict whether the flour-water batter mixture was fully mixed or non-mixed.

CNNs	Time Domain Waveforms (% Correct)			CWT (% Correct)
Dropout layer probability	Sensor 1	Sensor 2	Combined	Sensor 1	Sensor 2	Combined
0	82.6	84.4	83.4	91.5	92.5	90.3
0.1	86.6	85.0	78.7	90.3	90.6	92.2
0.3	85.3	82.4	85.8	87.2	91.6	92.2
0.5	85.7	86.0	78.9	88.4	92.3	92.4