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. 2020 Sep 29;6(9):e05092. doi: 10.1016/j.heliyon.2020.e05092

Table 7.

Parameters and performance of the model.

Input layer neurons 7
Hidden layer neurons 7
Output layer neurons 2
Requested samples per class 10,000
Final learning rate 0.0003
Momentum factor 0.5
Sigmoid constant 1
Acceptable RMS 0.01
Iterations 10,000
Training RMS 0.3242
Testing RMS 0.3275
Accuracy rate 84.98%
Skill measure +0.6997