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. 2019 Mar 21;19(6):1407. doi: 10.3390/s19061407

Table 9.

The average of the obtained results in the six performed experiments.

Order of Measurement (Model Number) Number of Neurons (-) Accuracy (%) Validation
Linear Correlation MAE MSE
1 10 64.0 0.774 1.94 × 10−2 1.83 × 10−3
2 50 87.8 0.899 8.88 × 10−3 6.38 × 10−4
3 100 82.4 0.925 7.29 × 10−3 6.75 × 10−4
4 150 89.8 0.927 9.29 × 10−3 1.18 × 10−3
5 200 91.2 0.935 8.15 × 10−3 1.02 × 10−3
6 250 91.1 0.931 9.14 × 10−3 1.45 × 10−3
7 300 91.2 0.935 7.71 × 10−3 1.15 × 10−3
8 350 90.2 0.936 7.71 × 10−3 1.15 × 10−3
9 400 92.1 0.936 7.85 × 10−3 1.17 × 10−3