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. 2021 Dec 23;7(1):372–380. doi: 10.1021/acsomega.1c04757

Table 4. Comparison of Different Structures in ANN Models.

no. algorithms hidden nodes max. error % training MSE × 102 testing MSE × 102
1 BR 10 46% 0.162 5.245
2 BR 20 40% 0.170 3.159
3 BR 20, 10a 44% 0.075 1.221
4 BR 20, 20a 25% 0.074 1.200
5 BR 20, 30a 22% 0.058 0.866
6 BR 20, 40a 22% 0.071 0.950
7 BR 20, 50a 31% 0.063 2.070
a

It is a double-hidden layer network.