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. 2021 Sep 18;21(18):6263. doi: 10.3390/s21186263

Table A2.

AUC values for different number of layers and units per layer.

# of Units per Layer
(exc. Output Layer)
100 200 300 400 500
# of Layers
2 49.96% 50.00% 50.00% 79.64% 50.00%
3 79.34% 50.00% 50.00% 50.00% 50.00%
4 80.46% 49.99% 88.68% 50.00% 89.25%
5 83.64% 87.02% 88.57% 90.76% 50.00%
6 82.94% 89.85% 91.68% 91.06% 92.53%
7 85.69% 90.78% 91.94% 92.43% 93.20%
8 86.57% 89.49% 92.76% 92.26% 93.44%
9 88.81% 89.96% 92.80% 92.91% 93.59%
10 89.06% 91.88% 92.29% 94.34% 94.53%