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. 2020 Mar 25;20(7):1813. doi: 10.3390/s20071813

Table 5.

Classification accuracies of CNN algorithms to predict whether the honey-water blending mixture was mixed or non-mixed.

CNNs Time Domain Input (% Correct) CWT Input (% Correct)
Dropout layer probability Non-central Central Combined Non-central Central Combined
0 71.7 92.2 93.0 73.5 88.6 88.2
0.1 75.3 92.6 93.1 75.4 89.1 87.0
0.3 72.9 92.7 91.3 73.1 88.2 85.4
0.5 76.3 93.1 93.0 74 90.0 85.4