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. 2024 Aug 23;14:19597. doi: 10.1038/s41598-024-70748-1

Table 2.

Results of the five tasks formulated in Fig. 5.

Task (output) Network architecture Mean training error (%) Mean testing error (%) Minimum training error (%) Minimum testing error (%)
1 (VFI3) MLP(16:28:6:1) 5.18 5.07 0.47 0.19
2 (MD3) MLP(16:42:14:1) 0.84 1.25 0.29 0.15
3 (PSD3) MLP(16:42:14:1) 0.33 0.75 0.09 0.08
4 (RNFL3) MLP(16:42:14:1) 0.95 1.67 0.06 0.04
5 (PIO3) MLP(16:42:14:1) 1.21 2.47 0.14 0.15