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. 2020 Apr 15;20(8):2226. doi: 10.3390/s20082226

Table 1.

Deep neural network performance with varying numbers of neurons within a hidden layer, as well as with different numbers of hidden layers.

Input Layer Hidden Layer 1 Hidden Layer 2 Hidden Layer 3 Output Layer Accuracy (%)
93 75 - - 65 89.55%
93 100 - - 65 90.54%
93 125 - - 65 91.04%
93 150 - - 65 92.53%
93 175 - - 65 92.53%
93 200 - - 65 93.03%
93 225 - - 65 93.53%
93 250 - - 65 93.53%
93 275 - - 65 93.03%
93 300 - - 65 93.03%
93 75 75 - 65 91.54%
93 75 80 - 65 91.54%
93 75 85 - 65 92.04%
93 75 90 - 65 92.04%
93 80 75 - 65 92.04%
93 80 80 - 65 93.53%
93 80 85 - 65 93.53%
93 80 90 - 65 93.03%
93 85 75 - 65 92.53%
93 85 80 - 65 95.14%
93 85 85 - 65 93.53%
93 85 90 - 65 93.53%
93 90 75 - 65 92.04%
93 90 80 - 65 94.53%
93 90 85 - 65 92.53%
93 90 90 - 65 92.04%
93 85 80 75 65 93.53%
93 85 80 80 65 94.03%
93 85 80 85 65 94.03%
93 85 80 90 65 93.53%