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. 2021 Jul 21;21(15):4966. doi: 10.3390/s21154966

Table 4.

MLP model performance against the standardized difference images.

Layers Loss Validate-Loss Standard Deviation Scale Coefficient of Variance Image
64-32-16 0.58 0.58 546.94 3213.96 0.08 F
0.27 0.27 686.68 3474.33 0.10 O
128-64-32 0.58 0.58 764.69 3575.76 0.10 F
0.27 0.27 736.14 4753.11 0.11 O
256-64 0.58 0.58 938.27 4253.11 0.11 F
0.26 0.27 1719.05 6617.41 0.20 O