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. 2020 Nov 18;6(11):e05511. doi: 10.1016/j.heliyon.2020.e05511

Table 3.

Characteristic parameters of the ANN-MLP model.

Neuron 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
First hidden layer wi -3.8348 5.4522 3.1679 5.1276 5.2126 4.8174 4.6505 5.0408 -3.4404 4.1241 -4.8222 3.1232 -3.7465 -3.0789 -5.3698
-3.836 0.4011 4.3925 -1.7458 1.4754 2.451 2.7845 -1.9087 4.1949 3.5267 2.6375 -4.4152 3.9108 -4.275 0.1695
b 5.4206 -4.5941 -3.8842 -3.0974 -2.3501 -1.5808 -0.691 0.1109 -0.7868 1.4991 -2.1142 3.1335 -3.8843 -4.7929 -5.4768
Second hidden layer wi 0.082 0.3507 -0.1512 -0.0253 0.4294 - - - - - - - - - -
-0.5066 -0.4941 0.5051 0.1918 -0.0081 - - - - - - - - - -
0.6262 0.2748 0.7067 -0.0442 -0.4482 - - - - - - - - - -
-0.0889 -0.0442 0.0758 0.909 0.1287 - - - - - - - - - -
-0.0669 0.6242 -0.3838 0.5546 0.8486 - - - - - - - - - -
0.2699 -0.3457 -0.0041 -0.3334 0.6843 - - - - - - - - - -
-0.1206 -0.4081 0.6197 0.2019 -0.2584 - - - - - - - - - -
-0.4705 -0.0118 -0.5744 -0.2166 0.2288 - - - - - - - - - -
-0.3597 -0.3911 0.4739 0.4825 -0.197 - - - - - - - - - -
0.5149 0.0294 -0.4244 0.437 0.2985 - - - - - - - - - -
0.4447 0.302 0.4126 0.3153 -0.5391 - - - - - - - - - -
-0.2374 -0.6688 -0.1229 0.075 -0.4292 - - - - - - - - - -
-0.0538 -0.3377 -0.2207 0.3147 0.6927 - - - - - - - - - -
0.5354 0.1026 -0.0822 0.4257 -0.1948 - - - - - - - - - -
0.654 0.4846 -0.538 0.6364 -0.1201 - - - - - - - - - -
b -1.6171 -0.9369 0.0292 0.4807 1.4711 - - - - - - - - - -
Output layer wl 0.1342 -0.4171 - - - - - - - - - - - - -
-0.5398 -0.2115 - - - - - - - - - - - - -
0.2912 0.3019 - - - - - - - - - - - - -
0.0618 -0.0008 - - - - - - - - - - - - -
0.6243 0.849 - - - - - - - - - - - - -
b -0.1918 -0.6996 - - - - - - - - - - - - -

wi: weights between input and hidden layers.

wl: weights between hidden and output layers.